We are now ISO/IEC 27001:2022 certified. Read PR here.
Ignitarium is Great Place to Work® – Certified. Read PR here.
Ignitarium is Great Place to Work® – Certified. Read PR here.

info@ignitarium.com

Japanese
Hundreds of Solar Panels in a field
Lean, green and renewable energy are some of the buzzwords of the last decade. Beyond the buzz, there’s the real grassroots level transformation that their adoption is bringing across our beautiful blue planet, critical to the survival of mankind as we know it.
  • Mohit Bangale
  • March 30, 2021

Solar panel defect detection using Vision Intelligence Systems

Image by David Mark from Pixabay 

Lean, green and renewable energy are some of the buzzwords of the last decade. Beyond the buzz, there’s the real grassroots level transformation that their adoption is bringing across our beautiful blue planet, critical to the survival of mankind as we know it. 

With governments and communities embracing renewable energy, solar energy is getting the push that it rightly deserves. This has accelerated the growth of this sector, with global solar panel demand set to grow at 15%*. 

As solar panel production increases worldwide, panel manufacturers grapple with the huge challenge of bringing millions of solar panels into the market that are defect-free. Despite the huge demand, the production technology for solar panels is still expensive, requiring a large one-time capital investment during installation. Hence, it is important that these panels are defect-free to extend their life and to cut down high replacement costs. 

An automated and reliable method of detecting defects in solar panels can address this challenge while significantly improving power generation efficiency. 

While traditional approaches of manual inspection are being used even today, automated AI-driven computer vision-based systems have started making a huge difference. We will look at this approach in some detail in this blog. 

Types of defects

First, we’ll look at the different types of defects that need to be detected in solar panels: 

Microcracks

Solar panels are made of solar cells. A solar cell is made of a really thin wafer of silicon. Silicon is crystalline in nature and very thin wafers can be brittle Thus, it results in microcracks. Microcracks directly impact energy generation.

Glass cracks

Solar cells form a solar panel and the solar panel has a protective glass covering. This glass is typically weatherproof. But cracking of glass post-installation may result in a direct weather impact on solar cells.

Cross cracks

Cross cracks appear as tree-like structures on the cell. Electroluminescent imagery is used to see this defect. This type of defect also impacts energy generation.

Hotspots

Solar cells are soldered together to form a solar panel. If soldering joints are poorly soldered or there is some kind of manufacturing imperfection, then this situation results in higher resistance for the current flow. Eventually the region becomes a hot spot. Typically this defect is detected with thermal imagery of solar panels in use. 

                                                         Image from sfe-solar.com

How are these defects detected currently?

 Solar panel manufacturers across the globe use different techniques. Panels are inspected by a well trained person from the QA department. Panels are placed in predefined positions and electroluminescent  (EL) images are captured. Then these images are analysed by a human eye to find any defects.  

                                                          Photo by Gustavo Fring from Pexels Copy

Our approach: TYQ-i vision intelligence platform

Our approach to detect the defects is to apply our domain expertise in image processing, computer vision and deep neural networks. EL images of solar panels were captured at 4K resolution. . Each solar panel has 72 cells in it. A perfectly aligned EL image of a good solar panel looks like this:

We decided to highlight the cell with defects and to report it’s index. For this, we used 3D    transformations to align the images to the imager’s parallel plane. This step avoids the strict necessity of a controlled & calibrated image acquisition system.

Then comes the image processing to get rid of the noise. After that, we crop the individual cells from the solar panel. An image of an individual cell is provided to our custom deep neural network. DNN outputs the type of defect.

                                                    This is the cross crack defect.

                                               This is a micro crack type of defect in 2 adjacent cells.

 And this is a perfectly good solar panel:

AI-driven computer-vision-based defect detection of solar panels improves the speed and accuracy of the detection. Chances of human error are reduced. Early defect detection before installation avoids future expenses because solar panels are seen as a long-term financial investment. 

TYQ-i, our Deep Learning-based anomaly detection platform can be deployed in industrial applications as well as Infrastructure (Wind-turbine / Rail Track/ Transmission Tower maintenance, etc.) analytics. Visit our TYQ-i page for more information and demo videos. 

497 thoughts on “Solar panel defect detection using Vision Intelligence Systems”

  4. binance

    I don’t think the title of your article matches the content lol. Just kidding, mainly because I had some doubts after reading the article.

  9. ScottAverm

    apotheek zonder recept [url=https://zorgpakket.com/#]MedicijnPunt[/url] online apotheek 24

  18. ScottAverm

    svarte munnbind apotek [url=https://tryggmed.shop/#]TryggMed[/url] apotek kveldsГҐpent

  22. ScottAverm

    nagelsvamp plГҐster [url=https://snabbapoteket.shop/#]doppler gravid apotek[/url] apotek online recept

  28. ScottAverm

    urintest apotek [url=https://tryggmed.shop/#]tГёrr hodebunn apotek[/url] apotek netthandel

  31. ScottAverm

    beroligende til katt apotek [url=http://tryggmed.com/#]dГёgnГҐpen apotek[/url] tatoveringskrem apotek

  36. Davidphara

    best online pharmacy india [url=http://indiamedshub.com/#]IndiaMedsHub[/url] indian pharmacy online

  41. Davidphara

    IndiaMedsHub [url=http://indiamedshub.com/#]online shopping pharmacy india[/url] Online medicine home delivery

  45. Davidphara

    Macrobid [url=https://expresscarerx.org/#]topical rx pharmacy tallahassee fl[/url] hometown pharmacy

  48. Davidphara

    rx hmong pharmacy [url=http://expresscarerx.org/#]osco pharmacy store locator[/url] veterinary online pharmacy

  53. Davidphara

    buy viagra from mexican pharmacy [url=http://medimexicorx.com/#]sildenafil mexico online[/url] best mexican pharmacy online

  58. Davidphara

    MediMexicoRx [url=http://medimexicorx.com/#]finasteride mexico pharmacy[/url] MediMexicoRx

  63. Davidphara

    ExpressCareRx [url=https://expresscarerx.org/#]pharmacy book store[/url] ExpressCareRx

  67. Davidphara

    indian pharmacies safe [url=https://indiamedshub.com/#]best online pharmacy india[/url] Online medicine home delivery

  72. Davidphara

    safe place to buy semaglutide online mexico [url=http://medimexicorx.com/#]MediMexicoRx[/url] tadalafil mexico pharmacy

  76. Davidphara

    reputable indian online pharmacy [url=https://indiamedshub.shop/#]india pharmacy mail order[/url] IndiaMedsHub

  81. Burtondut

    purchase generic Zoloft online discreetly [url=https://zoloft.company/#]Zoloft online pharmacy USA[/url] Zoloft for sale

  85. Burtondut

    cheap Propecia Canada [url=https://finasteridefromcanada.shop/#]Finasteride From Canada[/url] order propecia without insurance

  91. Burtondut

    Zoloft online pharmacy USA [url=https://zoloft.company/#]cheap Zoloft[/url] Zoloft for sale

  95. Burtondut

    Lexapro for depression online [url=https://lexapro.pro/#]buy lexapro brand name online[/url] Lexapro for depression online

  100. Burtondut

    Accutane for sale [url=https://isotretinoinfromcanada.com/#]buy Accutane online[/url] isotretinoin online

  109. Burtondut

    lowest price tadalafil [url=http://tadalafilfromindia.com/#]Tadalafil From India[/url] buy Cialis online cheap

  113. Burtondut

    where can i purchase lexapro online [url=https://lexapro.pro/#]Lexapro for depression online[/url] buy lexapro brand name online

  118. Burtondut

    cheap Accutane [url=http://isotretinoinfromcanada.com/#]Isotretinoin From Canada[/url] buy Accutane online

  127. Burtondut

    lexapro 10 mg generic [url=https://lexapro.pro/#]how much is lexapro 10 mg[/url] lexapro 15mg

  130. Burtondut

    cheap Zoloft [url=https://zoloft.company/#]generic sertraline[/url] Zoloft for sale

  133. Burtondut

    cheap Accutane [url=http://isotretinoinfromcanada.com/#]order isotretinoin from Canada to US[/url] order isotretinoin from Canada to US

  137. Burtondut

    Zoloft online pharmacy USA [url=https://zoloft.company/#]buy Zoloft online without prescription USA[/url] buy Zoloft online without prescription USA

  140. Burtondut

    Cialis without prescription [url=https://tadalafilfromindia.shop/#]buy Cialis online cheap[/url] cheap Cialis Canada

  150. JamesDeP

    Clear Meds Direct [url=https://clearmedsdirect.shop/#]Clear Meds Direct[/url] low-cost antibiotics delivered in USA

  155. JamesDeP

    gabapentin 100mg tablet buy [url=https://neuroreliefrx.shop/#]gabapentin neurontin action[/url] NeuroRelief Rx

  159. JamesDeP

    how much is prednisone 5mg [url=http://reliefmedsusa.com/#]order corticosteroids without prescription[/url] Relief Meds USA

  164. JamesDeP

    low-cost antibiotics delivered in USA [url=http://clearmedsdirect.com/#]order amoxicillin without prescription[/url] order amoxicillin without prescription

  168. JamesDeP

    Modafinil for ADHD and narcolepsy [url=https://wakemedsrx.com/#]smart drugs online US pharmacy[/url] WakeMedsRX

  172. JamesDeP

    NeuroRelief Rx [url=https://neuroreliefrx.shop/#]NeuroRelief Rx[/url] NeuroRelief Rx

  176. JamesDeP

    Relief Meds USA [url=https://reliefmedsusa.com/#]ReliefMeds USA[/url] prednisone without prescription medication

  180. JamesDeP

    how long before gabapentin starts to work [url=http://neuroreliefrx.com/#]NeuroRelief Rx[/url] gabapentin 100

  183. JamesDeP

    NeuroRelief Rx [url=https://neuroreliefrx.com/#]does gabapentin thin your blood[/url] how long does it take gabapentin to relieve nerve pain

  188. JamesDeP

    gabapentin and mecobalamin tablets use [url=https://neuroreliefrx.com/#]NeuroRelief Rx[/url] gabapentin overdose uptodate

  192. JamesDeP

    amoxicillin 250 mg price in india [url=https://clearmedsdirect.shop/#]ClearMeds Direct[/url] Clear Meds Direct

  197. JamesDeP

    ReliefMeds USA [url=http://reliefmedsusa.com/#]prednisone brand name canada[/url] ReliefMeds USA

  201. JamesDeP

    NeuroRelief Rx [url=http://neuroreliefrx.com/#]gabapentin epilepsy treatment[/url] NeuroRelief Rx

  206. JamesLeark

    order kamagra from mexican pharmacy [url=https://mexicarerxhub.shop/#]buy antibiotics over the counter in mexico[/url] mexican pharmacy for americans

  210. JamesLeark

    MexiCare Rx Hub [url=https://mexicarerxhub.com/#]MexiCare Rx Hub[/url] legit mexican pharmacy for hair loss pills

  224. JamesLeark

    MexiCare Rx Hub [url=https://mexicarerxhub.com/#]trusted mexico pharmacy with US shipping[/url] MexiCare Rx Hub

  228. JamesLeark

    best india pharmacy [url=https://indigenixpharm.com/#]IndiGenix Pharmacy[/url] IndiGenix Pharmacy

  233. JamesLeark

    buy propecia mexico [url=https://mexicarerxhub.shop/#]MexiCare Rx Hub[/url] MexiCare Rx Hub

  237. JamesLeark

    MexiCare Rx Hub [url=https://mexicarerxhub.com/#]MexiCare Rx Hub[/url] buy modafinil from mexico no rx

  241. JamesLeark

    MexiCare Rx Hub [url=https://mexicarerxhub.shop/#]MexiCare Rx Hub[/url] trusted mexico pharmacy with US shipping

  246. JamesLeark

    top 10 online pharmacy in india [url=https://indigenixpharm.shop/#]IndiGenix Pharmacy[/url] IndiGenix Pharmacy

  250. JamesLeark

    IndiGenix Pharmacy [url=http://indigenixpharm.com/#]india pharmacy mail order[/url] top 10 pharmacies in india

  255. JamesLeark

    CanadRx Nexus [url=https://canadrxnexus.com/#]canadian pharmacy review[/url] CanadRx Nexus

  259. JamesLeark

    amoxicillin mexico online pharmacy [url=https://mexicarerxhub.com/#]buy meds from mexican pharmacy[/url] online mexico pharmacy USA

  263. Harrybioky

    IverCare Pharmacy [url=https://ivercarepharmacy.com/#]IverCare Pharmacy[/url] IverCare Pharmacy

  266. Harrybioky

    Zanaflex medication fast delivery [url=https://relaxmedsusa.com/#]RelaxMedsUSA[/url] order Tizanidine without prescription

  270. Harrybioky

    furosemide 100 mg [url=https://fluidcarepharmacy.com/#]FluidCare Pharmacy[/url] FluidCare Pharmacy

  272. Harrybioky

    AsthmaFree Pharmacy [url=http://glucosmartrx.com/#]AsthmaFree Pharmacy[/url] rybelsus used for

  276. Harrybioky

    AsthmaFree Pharmacy [url=http://glucosmartrx.com/#]AsthmaFree Pharmacy[/url] diabetes med rybelsus

  278. Harrybioky

    AsthmaFree Pharmacy [url=https://glucosmartrx.shop/#]AsthmaFree Pharmacy[/url] rybelsus cash price

  280. Harrybioky

    nausea from semaglutide [url=http://glucosmartrx.com/#]rybelsus anesthesia[/url] AsthmaFree Pharmacy

  285. Harrybioky

    can rybelsus be cut in half [url=https://glucosmartrx.com/#]AsthmaFree Pharmacy[/url] AsthmaFree Pharmacy

  290. Harrybioky

    Zanaflex medication fast delivery [url=https://relaxmedsusa.com/#]Tizanidine 2mg 4mg tablets for sale[/url] safe online source for Tizanidine

  293. Harrybioky

    AsthmaFree Pharmacy [url=http://asthmafreepharmacy.com/#]AsthmaFree Pharmacy[/url] AsthmaFree Pharmacy

  297. Harrybioky

    IverCare Pharmacy [url=http://ivercarepharmacy.com/#]IverCare Pharmacy[/url] ivermectin and coronavirus

  299. Harrybioky

    stromectol liquid [url=http://ivercarepharmacy.com/#]ivermectin cream for rosacea[/url] IverCare Pharmacy

  303. Harrybioky

    IverCare Pharmacy [url=https://ivercarepharmacy.shop/#]ivermectin merck[/url] IverCare Pharmacy

  307. Harrybioky

    semaglutide weight loss [url=http://glucosmartrx.com/#]AsthmaFree Pharmacy[/url] rybelsus 7 mg weight loss

  310. Harrybioky

    lasix furosemide 40 mg [url=http://fluidcarepharmacy.com/#]lasix dosage[/url] FluidCare Pharmacy

  315. LarryKek

    Bonus new member 100% Mandiribet [url=https://mandiwinindo.site/#]Mandiribet login[/url] Mandiribet

  321. LarryKek

    Bandar bola resmi [url=https://betawinindo.top/#]Situs judi resmi berlisensi[/url] Login Beta138

  325. LarryKek

    Jollibet online sabong [url=https://1winphili.company/#]Online casino Jollibet Philippines[/url] Jollibet online sabong

  331. LarryKek

    Swerte99 casino walang deposit bonus para sa Pinoy [url=https://swertewin.life/#]Swerte99 casino walang deposit bonus para sa Pinoy[/url] Swerte99 casino

  336. LarryKek

    Situs togel online terpercaya [url=https://abutowin.icu/#]Abutogel[/url] Link alternatif Abutogel

  342. LarryKek

    Slot game d?i thu?ng [url=https://gkwinviet.company/#]Casino online GK88[/url] Tro choi n? hu GK88

  346. LarryKek

    Bandar togel resmi Indonesia [url=https://abutowin.icu/#]Link alternatif Abutogel[/url] Link alternatif Abutogel

  352. LarryKek

    Online betting Philippines [url=https://1winphili.company/#]jollibet casino[/url] Jollibet online sabong

  356. LarryKek

    Pinco kazino [url=https://pinwinaz.pro/#]Yeni az?rbaycan kazino sayt?[/url] Canl? krupyerl? oyunlar

  362. LarryKek

    Ca cu?c tr?c tuy?n GK88 [url=https://gkwinviet.company/#]Rut ti?n nhanh GK88[/url] Khuy?n mai GK88

  368. Houstonsef

    turkish pharmacy online [url=http://medidirectusa.com/#]target pharmacy clomid price[/url] Neurontin

  373. Houstonsef

    Mexican Pharmacy Hub [url=http://mexicanpharmacyhub.com/#]online mexico pharmacy USA[/url] Mexican Pharmacy Hub

  379. Houstonsef

    п»їmexican pharmacy [url=https://mexicanpharmacyhub.shop/#]real mexican pharmacy USA shipping[/url] Mexican Pharmacy Hub

  386. Houstonsef

    fred’s dollar store pharmacy [url=https://medidirectusa.com/#]dispensing methotrexate pharmacy[/url] MediDirect USA

  390. Houstonsef

    best indian online pharmacy [url=http://medidirectusa.com/#]vytorin online pharmacy[/url] viagra us pharmacy

  396. Houstonsef

    low cost mexico pharmacy online [url=https://mexicanpharmacyhub.shop/#]order from mexican pharmacy online[/url] finasteride mexico pharmacy

  402. Houstonsef

    pharmacy warfarin counselling [url=https://medidirectusa.shop/#]best online pharmacy generic cialis[/url] MediDirect USA

  407. RobertOxype

    Online sources for Kamagra in the United States [url=https://kamameds.com/#]Kamagra oral jelly USA availability[/url] Non-prescription ED tablets discreetly shipped

  414. RobertOxype

    sildenafil medicine in india [url=http://sildenapeak.com/#]buy viagra pharmacy uk[/url] SildenaPeak

  417. RobertOxype

    SildenaPeak [url=https://sildenapeak.shop/#]can you purchase viagra over the counter in mexico[/url] SildenaPeak

  423. RobertOxype

    how much is the generic viagra [url=http://sildenapeak.com/#]SildenaPeak[/url] female viagra canada

  428. RobertOxype

    Kamagra reviews from US customers [url=https://kamameds.shop/#]Fast-acting ED solution with discreet packaging[/url] Sildenafil oral jelly fast absorption effect

  432. Anonymous

    I don’t think the title of your article matches the content lol. Just kidding, mainly because I had some doubts after reading the article.

  434. RobertOxype

    Kamagra oral jelly USA availability [url=https://kamameds.com/#]Kamagra reviews from US customers[/url] Fast-acting ED solution with discreet packaging

  439. RobertOxype

    Non-prescription ED tablets discreetly shipped [url=http://kamameds.com/#]Fast-acting ED solution with discreet packaging[/url] Sildenafil oral jelly fast absorption effect

  444. RobertOxype

    cheap sildenafil tablets uk [url=https://sildenapeak.shop/#]SildenaPeak[/url] eu pharmacy viagra

  450. RobertOxype

    viagra 25mg price in india [url=http://sildenapeak.com/#]SildenaPeak[/url] buy cheap sildenafil online uk

  460. RobertOxype

    25mg viagra generic [url=http://sildenapeak.com/#]SildenaPeak[/url] generic sildenafil canada

  465. RobertOxype

    Affordable sildenafil citrate tablets for men [url=http://kamameds.com/#]Men’s sexual health solutions online[/url] ED treatment without doctor visits

  476. RobertOxype

    KamaMeds [url=https://kamameds.shop/#]Safe access to generic ED medication[/url] Online sources for Kamagra in the United States

Leave a Comment

Your email address will not be published. Required fields are marked *

Stay informed

NEWS & VIEWS

Join our team

APPLY

Want to know more about us?

PRIVACY POLICY

©2025 Ignitarium Technology Solutions, All Rights Reserved

Newsletter

An ISO 9001:2015 certified company

Great Place to Work® Certified

Ignitarium Logo

We are a leading provider of Product Engineering Services, offering expertise in Semiconductor design, Multimedia & Imaging, Connectivity, Cloud & Enterprise solutions, and Machine Learning & Deep Neural Networks

  • An ISO 9001:2015 certified company
  • Great Place to Work® Certified

Semiconductor

Software

Ecosystem

Resources

Contact Us

info@ignitarium.com

Scroll to Top

Human Pose Detection & Classification

Some Buildings in a city

Features:

  • Suitable for real time detection on edge devices
  • Detects human pose / key points and recognizes movement / behavior
  • Light weight deep learning models with good accuracy and performance

Target Markets:

  • Patient Monitoring in Hospitals
  • Surveillance
  • Sports/Exercise Pose Estimation
  • Retail Analytics

OCR / Pattern Recognition

Some Buildings in a city

Use cases :

  • Analog dial reading
  • Digital meter reading
  • Label recognition
  • Document OCR

Highlights :

  • Configurable for text or pattern recognition
  • Simultaneous Analog and Digital Dial reading
  • Lightweight implementation

Behavior Monitoring

Some Buildings in a city

Use cases :

  • Fall Detection
  • Social Distancing

Highlights :

  • Can define region of interest to monitor
  • Multi-subject monitoring
  • Multi-camera monitoring
  • Alarm triggers

Attire & PPE Detection

Some Buildings in a city

Use cases :

  • PPE Checks
  • Disallowed attire checks

Use cases :

  • Non-intrusive adherence checks
  • Customizable attire checks
  • Post-deployment trainable

 

Request for Video





    Real Time Color Detection​

    Use cases :

    • Machine vision applications such as color sorter or food defect detection

    Highlights :

    • Color detection algorithm with real time performance
    • Detects as close to human vison as possible including color shade discrimination
    • GPGPU based algorithm on NVIDIA CUDA and Snapdragon Adreno GPU
    • Extremely low latency (a few 10s of milliseconds) for detection
    • Portable onto different hardware platforms

    Missing Artifact Detection

    Use cases :

    • Detection of missing components during various stages of manufacturing of industrial parts
    • Examples include : missing nuts and bolts, missing ridges, missing grooves on plastic and metal blocks

    Highlights :

    • Custom neural network and algorithms to achieve high accuracy and inference speed
    • Single-pass detection of many categories of missing artifacts
    • In-field trainable neural networks with dynamic addition of new artifact categories
    • Implementation using low cost cameras and not expensive machine-vision cameras
    • Learning via the use of minimal training sets
    • Options to implement the neural network on GPU or CPU based systems

    Real Time Manufacturing Line Inspection

    Use cases :

    • Detection of defects on the surface of manufactured goods (metal, plastic, glass, food, etc.)
    • Can be integrated into the overall automated QA infrastructure on an assembly line.

    Highlights :

    • Custom neural network and algorithms to achieve high accuracy and inference speed
    • Use of consumer or industrial grade cameras
    • Requires only a few hundred images during the training phase
    • Supports incremental training of the neural network with data augmentation
    • Allows implementation on low cost GPU or CPU based platforms

    Ground Based Infrastructure analytics

    Some Buildings in a city

    Use cases :

    • Rail tracks (public transport, mining, etc.)
    • Highways
    • Tunnels

    Highlights :

    • Analysis of video and images from 2D & 3D RGB camera sensors
    • Multi sensor support (X-ray, thermal, radar, etc.)
    • Detection of anomalies in peripheral areas of core infrastructure (Ex: vegetation or stones near rail tracks)

    Aerial Analytics

    Use cases :

    • Rail track defect detection
    • Tower defect detection: Structural analysis of Power
      transmission towers
    • infrastructure mapping

    Highlights :

    • Defect detection from a distance
    • Non-intrusive
    • Automatic video capture with perfectly centered ROI
    • No manual intervention is required by a pilot for
      camera positioning

    SANJAY JAYAKUMAR

    Co-founder & CEO

     

    Founder and Managing director of Ignitarium, Sanjay has been responsible for defining Ignitarium’s core values, which encompass the organisation’s approach towards clients, partners, and all internal stakeholders, and in establishing an innovation and value-driven organisational culture.

     

    Prior to founding Ignitarium in 2012, Sanjay spent the initial 22 years of his career with the VLSI and Systems Business unit at Wipro Technologies. In his formative years, Sanjay worked in diverse engineering roles in Electronic hardware design, ASIC design, and custom library development. Sanjay later handled a flagship – multi-million dollar, 600-engineer strong – Semiconductor & Embedded account owning complete Delivery and Business responsibility.

     

    Sanjay graduated in Electronics and Communication Engineering from College of Engineering, Trivandrum, and has a Postgraduate degree in Microelectronics from BITS Pilani.

     

    Request Free Demo



      RAMESH EMANI Board Member

      RAMESH EMANI

      Board Member

      Ramesh was the Founder and CEO of Insta Health Solutions, a software products company focused on providing complete hospital and clinic management solutions for hospitals and clinics in India, the Middle East, Southeast Asia, and Africa. He raised Series A funds from Inventus Capital and then subsequently sold the company to Practo Technologies, India. Post-sale, he held the role of SVP and Head of the Insta BU for 4 years. He has now retired from full-time employment and is working as a consultant and board member.

       

      Prior to Insta, Ramesh had a 25-year-long career at Wipro Technologies where he was the President of the $1B Telecom and Product Engineering Solutions business heading a team of 19,000 people with a truly global operations footprint. Among his other key roles at Wipro, he was a member of Wipro's Corporate Executive Council and was Chief Technology Officer.

       

      Ramesh is also an Independent Board Member of eMIDs Technologies, a $100M IT services company focused on the healthcare vertical with market presence in the US and India.

       

      Ramesh holds an M-Tech in Computer Science from IIT-Kanpur.

      ​Manoj Thandassery

      VP – Sales & Business Development

      Manoj Thandassery is responsible for the India business at Ignitarium. He has over 20 years of leadership and business experience in various industries including the IT and Product Engineering industry. He has held various responsibilities including Geo head at Sasken China, Portfolio head at Wipro USA, and India & APAC Director of Sales at Emeritus. He has led large multi-country teams of up to 350 employees. Manoj was also an entrepreneur and has successfully launched and scaled, via multiple VC-led investment rounds, an Edtech business in the K12 space that was subsequently sold to a global Edtech giant.
      An XLRI alumnus, Manoj divides his time between Pune and Bangalore.

       

      MALAVIKA GARIMELLA​

      General Manager - Marketing

      A professional with a 14-year track record in technology marketing, Malavika heads marketing in Ignitarium. Responsible for all branding, positioning and promotional initiatives in the company, she has collaborated with technical and business teams to further strengthen Ignitarium's positioning as a key E R&D services player in the ecosystem.

      Prior to Ignitarium, Malavika has worked in with multiple global tech startups and IT consulting companies as a marketing consultant. Earlier, she headed marketing for the Semiconductor & Systems BU at Wipro Technologies and worked at IBM in their application software division.

      Malavika completed her MBA in Marketing from SCMHRD, Pune, and holds a B.E. degree in Telecommunications from RVCE, Bengaluru.

       

      PRADEEP KUMAR LAKSHMANAN

      VP - Operations

      Pradeep comes with an overall experience of 26 years across IT services and Academia. In his previous role at Virtusa, he played the role of Delivery Leader for the Middle East geography. He has handled complex delivery projects including the transition of large engagements, account management, and setting up new delivery centers.

      Pradeep graduated in Industrial Engineering and Management, went on to secure an MBA from CUSAT, and cleared UGN Net in Management. He also had teaching stints at his alma mater, CUSAT, and other management institutes like DCSMAT. A certified P3O (Portfolio, Program & Project Management) from the Office of Government Commerce, UK, Pradeep has been recognized for key contributions in the Management domain, at his previous organizations, Wipro & Virtusa.

      In his role as the Head of Operations at Ignitarium, Pradeep leads and manages operational functions such as Resource Management, Procurement, Facilities, IT Infrastructure, and Program Management office.

       

      SONA MATHEW Director – Human Resources

      SONA MATHEW

      VP – Human Resources

      Sona heads Human Resource functions - Employee Engagement, HR Operations and Learning & Development – at Ignitarium. Her expertise include deep and broad experience in strategic people initiatives, performance management, talent transformation, talent acquisition, people engagement & compliance in the Information Technology & Services industry.

       

      Prior to Ignitarium, Sona has had held diverse HR responsibilities at Litmus7, Cognizant and Wipro.

       

      Sona graduated in Commerce from St. Xaviers College and did her MBA in HR from PSG College of Technology.

       

      ASHWIN RAMACHANDRAN

      Vice President - Sales

      As VP of Sales, Ashwin is responsible for Ignitarium’s go-to-market strategy, business, client relationships, and customer success in the Americas. He brings in over a couple of decades of experience, mainly in the product engineering space with customers from a wide spectrum of industries, especially in the Hi-Tech/semiconductor and telecom verticals.

       

      Ashwin has worked with the likes of Wipro, GlobalLogic, and Mastek, wherein unconventional and creative business models were used to bring in non-linear revenue. He has strategically diversified, de-risked, and grown his portfolios during his sales career.

       

      Ashwin strongly believes in the customer-first approach and works to add value and enhance the experiences of our customers.

       

      AZIF SALY Director – Sales

      AZIF SALY

      Vice President – Sales & Business Development

      Azif is responsible for go-to-market strategy, business development and sales at Ignitarium. Azif has over 14 years of cross-functional experience in the semiconductor product & service spaces and has held senior positions in global client management, strategic account management and business development. An IIM-K alumnus, he has been associated with Wipro, Nokia and Sankalp in the past.

       

      Azif handled key accounts and sales process initiatives at Sankalp Semiconductors. Azif has pursued entrepreneurial interests in the past and was associated with multiple start-ups in various executive roles. His start-up was successful in raising seed funds from Nokia, India. During his tenure at Nokia, he played a key role in driving product evangelism and customer success functions for the multimedia division.

       

      At Wipro, he was involved in customer engagement with global customers in APAC and US.

       

      RAJU KUNNATH Vice President – Enterprise & Mobility

      RAJU KUNNATH

      Distinguished Engineer – Digital

      At Ignitarium, Raju's charter is to architect world class Digital solutions at the confluence of Edge, Cloud and Analytics. Raju has over 25 years of experience in the field of Telecom, Mobility and Cloud. Prior to Ignitarium, he worked at Nokia India Pvt. Ltd. and Sasken Communication Technologies in various leadership positions and was responsible for the delivery of various developer platforms and products.

       

      Raju graduated in Electronics Engineering from Model Engineering College, Cochin and has an Executive Post Graduate Program (EPGP) in Strategy and Finance from IIM Kozhikode.

       

      PRADEEP SUKUMARAN Vice President – Business Strategy & Marketing

      PRADEEP SUKUMARAN

      Senior Vice President - Software Engineering

      Pradeep heads the Software Engineering division, with a charter to build and grow a world-beating delivery team. He is responsible for all the software functions, which includes embedded & automotive software, multimedia, and AI & Digital services

      At Ignitarium, he was previously part of the sales and marketing team with a special focus on generating a sales pipeline for Vision Intelligence products and services, working with worldwide field sales & partner ecosystems in the U.S  Europe, and APAC.

      Prior to joining Ignitarium in 2017, Pradeep was Senior Solutions Architect at Open-Silicon, an ASIC design house. At Open-Silicon, where he spent a good five years, Pradeep was responsible for Front-end, FPGA, and embedded SW business development, marketing & technical sales and also drove the IoT R&D roadmap. Pradeep started his professional career in 2000 at Sasken, where he worked for 11 years, primarily as an embedded multimedia expert, and then went on to lead the Multimedia software IP team.

      Pradeep is a graduate in Electronics & Communication from RVCE, Bangalore.

       

      SUJEET SREENIVASAN Vice President – Embedded

      SUJEET SREENIVASAN

      Senior Vice President – Automotive Technology

       

      Sujeet is responsible for driving innovation in Automotive software, identifying Automotive technology trends and advancements, evaluating their potential impact, and development of solutions to meet the needs of our Automotive customers.

      At Ignitarium, he was previously responsible for the growth and P&L of the Embedded Business unit focusing on Multimedia, Automotive, and Platform software.

      Prior to joining Ignitarium in 2016, Sujeet has had a career spanning more than 16 years at Wipro. During this stint, he has played diverse roles from Solution Architect to Presales Lead covering various domains. His technical expertise lies in the areas of Telecom, Embedded Systems, Wireless, Networking, SoC modeling, and Automotive. He has been honored as a Distinguished Member of the Technical Staff at Wipro and has multiple patents granted in the areas of Networking and IoT Security.

      Sujeet holds a degree in Computer Science from Government Engineering College, Thrissur.

       

      RAJIN RAVIMONY Distinguished Engineer

      RAJIN RAVIMONY

      Distinguished Engineer

       

      At Ignitarium, Rajin plays the role of Distinguished Engineer for complex SoCs and systems. He's an expert in ARM-based designs having architected more than a dozen SoCs and played hands-on design roles in several tens more. His core areas of specialization include security and functional safety architecture (IEC61508 and ISO26262) of automotive systems, RTL implementation of math intensive signal processing blocks as well as design of video processing and related multimedia blocks.

       

      Prior to Ignitarium, Rajin worked at Wipro Technologies for 14 years where he held roles of architect and consultant for several VLSI designs in the automotive and consumer domains.

       

      Rajin holds an MS in Micro-electronics from BITS Pilani.

       

      SIBY ABRAHAM Executive Vice President, Strategy

      SIBY ABRAHAM

      Executive Vice President, Strategy

       

      As EVP, of Strategy at Ignitarium, Siby anchors multiple functions spanning investor community relations, business growth, technology initiatives as well and operational excellence.

       

      Siby has over 31 years of experience in the semiconductor industry. In his last role at Wipro Technologies, he headed the Semiconductor Industry Practice Group where he was responsible for business growth and engineering delivery for all of Wipro’s semiconductor customers. Prior to that, he held a vast array of crucial roles at Wipro including Chief Technologist & Vice President, CTO Office, Global Delivery Head for Product Engineering Services, Business Head of Semiconductor & Consumer Electronics, and Head of Unified Competency Framework. He was instrumental in growing Wipro’s semiconductor business to over $100 million within 5 years and turning around its Consumer Electronics business in less than 2 years. In addition, he was the Engineering Manager for Enthink Inc., a semiconductor IP-focused subsidiary of Wipro. Prior to that, Siby was the Technical Lead for several of the most prestigious system engineering projects executed by Wipro R&D.

       

      Siby has held a host of deeply impactful positions, which included representing Wipro in various World Economic Forum working groups on Industrial IOT and as a member of IEEE’s IOT Steering Committee.

       

      He completed his MTech. in Electrical Engineering (Information and Control) from IIT, Kanpur and his BTech. from NIT, Calicut

       

      SUDIP NANDY

      Board Member

       

      An accomplished leader with over 40 years of experience, Sudip has helped build and grow companies in India, the US and the UK.

      He has held the post of Independent Director and Board Member for several organizations like Redington Limited, Excelra, Artison Agrotech, GeBBS Healthcare Solutions, Liquid Hub Inc. and ResultsCX.

      Most recently, Sudip was a Senior Advisor at ChrysCapital, a private equity firm where he has also been the Managing Director and Operating Partner for IT for the past 5 years. During his tenure, he has been Executive Chairman of California-headquartered Infogain Corporation and the non-Exec Chair on the board of a pioneering electric-2-wheeler company Ampere Vehicles, which is now a brand of Greaves Cotton Ltd.

      Earlier on in his career, Sudip has been the CEO and then Chairman India for Aricent. Prior to that, he had spent 25+ years in Wipro where he has been the Head of US business, Engineering R&D Services, and later the Head of EU Operations.

      Sudip is an active investor in several interesting startups in India and overseas, which mostly use technology for the social good, encompassing hyperlocal, healthcare, rural development, farmer support and e2W ecosystem. He also spends time as a coach and mentor for several CEOs in this role.

       

      SUJEETH JOSEPH Chief Product Officer

      SUJEETH JOSEPH

      Chief Technology Officer

       

      As CTO, Sujeeth is responsible for defining the technology roadmap, driving IP & solution development, and transitioning these technology components into practically deployable product engineering use cases.

       

      With a career spanning over 30+ years, Sujeeth Joseph is a semiconductor industry veteran in the SoC, System and Product architecture space. At SanDisk India, he was Director of Architecture for the USD $2B Removable Products Group. Simultaneously, he also headed the SanDisk India Patenting function, the Retail Competitive Analysis Group and drove academic research programs with premier Indian academic Institutes. Prior to SanDisk, he was Chief Architect of the Semiconductor & Systems BU (SnS) of Wipro Technologies. Over a 19-year career at Wipro, he has played hands-on and leadership roles across all phases of the ASIC and System design flow.

       

      He graduated in Electronics Engineering from Bombay University in 1991.

       

      SUJITH MATHEW IYPE Co-founder & CTO

      SUJITH MATHEW IYPE

      Co-founder & COO

       

      As Ignitarium's Co-founder and COO, Sujith is responsible for driving the operational efficiency and streamlining process across the organization. He is also responsible for the growth and P&L of the Semiconductor Business Unit.

       

      Apart from establishing a compelling story in VLSI, Sujith was responsible for Ignitarium's foray into nascent technology areas like AI, ML, Computer Vision, and IoT, nurturing them in our R&D Lab - "The Crucible".

       

      Prior to founding Ignitarium, Sujith played the role of a VLSI architect at Wipro Technologies for 13 years. In true hands-on mode, he has built ASICs and FPGAs for the Multimedia, Telecommunication, and Healthcare domains and has provided technical leadership for many flagship projects executed by Wipro.

       

      Sujith graduated from NIT - Calicut in the year 2000 in Electronics and Communications Engineering and thereafter he has successfully completed a one-year executive program in Business Management from IIM Calcutta.

       

      RAMESH SHANMUGHAM Co-founder & COO

      RAMESH SHANMUGHAM

      Co-founder & CRO

      As Co-founder and Chief Revenue Officer of Ignitarium, Ramesh has been responsible for global business and marketing as well as building trusted customer relationships upholding the company's core values.

      Ramesh has over 25 years of experience in the Semiconductor Industry covering all aspects of IC design. Prior to Ignitarium, Ramesh was a key member of the senior management team of the semiconductor division at Wipro Technologies. Ramesh has played key roles in Semiconductor Delivery and Pre-sales at a global level.

      Ramesh graduated in Electronics Engineering from Model Engineering College, Cochin, and has a Postgraduate degree in Microelectronics from BITS Pilani.