In the domain of Android Automotive OS (AAOS), Human-Machine Interface (HMI) trends are rapidly evolving to enhance user experiences within automotive environments.

HMI Trends In Android Automotive OS | Part 1

In the domain of Android Automotive OS (AAOS), Human-Machine Interface (HMI) trends are rapidly evolving to enhance user experiences within automotive environments. With a focus on improving safety, convenience, accessibility, and zero-defect production, AAOS is witnessing a surge in innovations aimed at revolutionizing how drivers interact with in-vehicle systems and car controls from applications. From touchless interfaces to voice commands, Augmented Reality to Heads-Up Displays, the integration of advanced HMI technologies has undergone significant transformation and is reshaping the driving experience. In this blog, we dive into the intersection of AAOS and HMI trends, exploring the implications for the automotive industry and the future of driving.

Understanding Human-Machine Interface (HMI):

A Human-Machine Interface is a user interface or dashboard or software application that enables a driver or even a passenger to interact with a machine, system, or device. It can be applied to any screen that allows a user to interact with device like, car displays, monitor/tablet displays, input/output displays etc. It has evolved from basic physical controls like knobs and switches to sophisticated touchscreens interfaces, voice assistant and gesture recognition systems, providing user diligent and smooth interaction with vehicle functions. For example, the Polestar 2 features a sleek infotainment system powered by AAOS, with a large central touchscreen that serves as the primary interface for navigation, entertainment, and vehicle settings.

Understanding Android Automotive OS (AAOS):

With the increase in smartphone usage and increase demand for connected services, automotive manufacturers are turning to Android-based OS to power their advanced infotainment. Android Automotive OS is one such operating system which provides an infotainment platform built into cars, a driver can download compatible apps directly. These systems leverage the power of Android’s open-source platform to provide a versatile environment for developing feature-rich infotainment systems, navigation systems, driver assistance tools, and more.

 

Prominent automakers, like General Motors, Volvo, and Polestar, have adopted AAOS as the cornerstone of their next-generation infotainment systems, realising its potential to provide a smooth and user-friendly interface. The goal of these manufacturers is to improve connectivity, productivity, and entertainment options for both drivers and passengers.

Key Features of AAOS:

Open-Source Framework: AAOS is built on the Android open-source platform, enabling developers to leverage familiar tools, APIs, and development frameworks for building automotive applications. This fosters innovation and collaboration within the automotive ecosystem.

Scalable Architecture: AAOS is designed to support a variety of hardware configurations, from entry-level head units to advanced multimedia systems with high-resolution displays, touchscreens, and voice recognition capabilities. This scalability ensures compatibility across different vehicle models and manufacturers.

Connectivity and Integration: AAOS provides strong connectivity features, including support for Bluetooth, Wi-Fi, NFC, and cellular networks. This makes it possible for integration with smartphones, smartwatches, IoT devices, and cloud services, allowing drivers to access and control over their digital ecosystem from the vehicle’s dashboard.

Multimedia Capabilities: AAOS offers powerful multimedia capabilities, such as multimedia playback, streaming services, and audio/video playback controls. This enhances the in-car entertainment experience for passengers and provides access to a wide range of content sources.

Navigation and Mapping: Powered by top mapping suppliers, AAOS comes with integrated navigation and mapping features. This enhances the driver’s situational awareness and route planning abilities by providing real-time navigation, turn-by-turn directions, traffic updates, and point of interest (POI) search.

Voice Recognition and Natural Language Processing (NLP): AAOS integrates cutting-edge speech recognition and NLP technologies, allowing drivers to communicate with the vehicle using natural language instructions. This hands-free interface enables safer and more cautious control of infotainment features, phone calls, messaging, and other functions while driving.

Key Concepts and Components:

To build an HMI by a third-party developer, OEMs, and end users, a list of components and concepts required are provided by Android Automotive System UI and core apps.

Android Open-Source Project (AOSP) Host: The AOSP Automotive App host is a component of Car App Library and a system application used by third-party developers to facilitate apps for Android Automotive.

  • To run third-party apps, both the app and App Host must be installed.
  • App host provides third-party apps with a set of templates and optimized components for vehicles.
  • OEMs can style this UI template and component based on their need.
  • The third-party app is now can be integrated into the infotainment system of OEM.

Car Setting Structure: Structure provided by AAOS, which contains car-centric visual user interface, driver distraction optimization, and numerous customization entry points for OEMs. This can include adding proprietary features, integrating third-party services, or offering unique options tailored to their vehicles.

Car UI Library: Statically linked library, which provides a set of components that can be used to implement System and OEM apps, and AAOS apps. It provides a UI development framework that ensures the application present in dashboards can attains Self-consistency (a user can predict how to interact with dashboards based on previous interactions with system) and Customization (OEM can modify the system’s UI to best integrate functionality with vehicle hardware).

Customizable Status Bar: Component of Android System UI, used to constantly show crucial information to users. It can include time, temperature or OEM’s unique options tailored to their needs.

Notifications: Messaging mechanism to provide updates, reminders, or any other crucial information. In AAOS, a notification can be displayed like any phone display as a heads-up notification or in the Notifications panel.

Dialer: System application to support Distraction-optimized Bluetooth calling, call management and Contact browsing. A OEMs can build a fully-complaint Android User Experience Restriction (UXR) telecom system with Android Automotive. UXR is an application that displays a user interface dependent upon driving state.

Media: Platform to build media apps that provides connected infotainment experience in cars, which is designed to provide a Distraction Optimized playback and browsing experience.

Key Factors influencing automotive HMI:

Several factors are encouraging OEMs to research and work with automotive HMI design more so than ever. Some notable factors include:

Next-generation Cockpit/Displays: Today’s digital dashboard provides highly intelligent and multifunctional displays resulting in effective in-car experience. The trends to keep an eye on include Heads-up Display, Augmented and Virtual reality, 3D/4D visualization and lightning and audio correspondence to of a movie theatre. Game Engines like Unity or Unreal Engine can be used for rich UI along with gamification tools to create interactive interface.


Connected Car Applications (CCA): CCA gives users access to a variety of services through user-friendly interfaces that can be accessed via infotainment system in cars or smartphone integration. Some features and trends include:

  • Real-time navigation, traffic updates, vehicle information/diagnostics.
  • Remote vehicle control like locking/unlock, start, vehicle locator, car’s climate control, and speed alerts etc.
  • Multimedia control.
  • Automakers can utilize apps to communicate to consumers about their new features, news brand identity and to make purchasing process experience paperless by offering virtual test drive, and online dealership information.

 

These user-friendly applications aim to streamline access to information and services minimizing hindering driver’s attention.

In-car Assistant: An assistant integrated into the vehicle’s infotainment system that enables drivers to interact with various features and services using voice commands or other input methods. Also, Integration of Natural Language Processing (NLP) and Machine Learning (ML) technologies enhances its capabilities. Some functionalities include:

  • Voice-Activated Controls and Searches
  • Navigation, Emergency and Safety Assistance
  • Media playback control
  • Hands free calling
  • Personalized Recommendation

Multi-Modal Interface: A multi-modal interface refers to a user interface that provides a driver or passenger multiple modes to interact with infotainment systems. Instead of traditional input methods like buttons or touchscreens, this interface provides various ways including Gestures (Hand, Face, Head etc.), Voice commands, touch inputs and physical control as well.

Fig 3: Multimodal user interfaces (MUIs) in-vehicle system; HUI is haptic user interface; GUI is graphic user interface; VUI is voice user interface.

Cyber Security and Data Protection: The term “cybersecurity” in HMI trends refers to strategies and tools used to defend connected cars’ digital interfaces from online threats and intrusions. Some key aspects of cybersecurity in HMI include:

  • Secure Communications Protocol – HTTPS, MQTT etc.
  • Authentication and Access Control – Apart from security, it can also help in identifying the driver or passenger so that the system can provide information accordingly.
  • Security by Design and at development level.
  • Security Awareness and Training

Conclusion:

With its features like open source and smooth integration, AAOS is revolutionizing the way drivers and passengers interact with vehicles. With the latest technologies in HMI design and implementation, an OEM can provide a fascinating, user-friendly, and personalized experience that has advanced safety, optimization, convenience, and enjoyment with optimized distraction. Moving ahead in automotive technology, HMI solution and AAOS will continue to reshape the driving experience.


However, there are also limitations to HMI implementation like high computer requirements to handle heavy graphics. In the second part of this blog we will discuss the alonguse of Game engines with a sample project based on AAOS and HMI.

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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

 

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    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.

     

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      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

      AVP – 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

      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

      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

       

      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.