# Kshitij Marwaha

> Deep-tech entrepreneur working across AI and XR. MIT and Harvard researcher, founder/CEO of Tesseract (MIT Media Lab spin-off, India's largest XR + AI company, acquired by Reliance Industries in 2019 and fully merged into Reliance Intelligence in 2026). MIT Technology Review Innovators Under 35 (TR35) and Forbes 30 Under 30.

- Website: https://www.kshitij.ai/
- Email: ksm@alum.mit.edu
- LinkedIn: https://www.linkedin.com/in/kshitij-marwaha/
- YouTube: https://www.youtube.com/@kshitijmarwaha
- X: https://x.com/horizon_ksm

## Who

Kshitij Marwah is a deep-tech entrepreneur and researcher with a career spanning biomedical AI, distributed computing, computational imaging, XR/spatial computing, agentic AI, AI wearables and physical AI. His work has repeatedly moved from research into commercial products and platforms, building companies, scaling organizations, go-to-market, revenue and P&L management culminating in 2 major acquisitions.

## Tagline

Entrepreneur. Scaling Businesses. Crafting Products. Deep Technology.
Building and scaling breakthrough products and companies that transform the way we live, work, and interact.
AI XR | Tesseract | MIT Harvard IIT

## Core Expertise

- Artificial Intelligence: agentic AI, multimodal AI, voice AI, physical AI, machine learning
- Extended Reality: AR, VR, MR, spatial computing
- Deep Technology: computational imaging, distributed systems, hardware/software platforms
- Company Building: research-to-product, GTM, P&L, organization scaling, M&A

## Career Arc

Research → Product → Company → Commercial Scale → Acquisition, across AI, XR and emerging computing platforms.

## Impact Summary

- Impact: 2 acquisition exits (including to a Fortune 100 company)
- Growth: Triple digit revenue growth
- Scale: Millions of users reached
- Innovation: 10+ products launched
- Leadership: 0 to 750+ organisation scale
- Research: 50+ papers and patents

## Pages

- [Home](https://www.kshitij.ai/): Overview, impact summary, awards, journey, talks, research, contact
- [Products](https://www.kshitij.ai/products): Product journey from 2011 to 2026 — 15+ years of creating cutting edge products that customers love
- [Insights](https://www.kshitij.ai/insights): Musings on building the future — across markets, companies, acquisitions, scale, business, go-to-market, organization building, way of working, products and technology
- [Full content for AI](https://www.kshitij.ai/llms-full.txt): Complete plain-text content of the site
- [Agent integration (MCP)](https://www.kshitij.ai/api/public/mcp): Model Context Protocol endpoint for AI assistants — read-only tools for profile, site sections, search and insights

## Awards and Recognition

- MIT Technology Review TR35 (2017) — one of the world's top innovators under 35 for breakthrough contributions to AR/VR technology. https://www.innovatorsunder35.com/the-list/kshitij-marwah/
- Forbes 30 Under 30 (2018) — for the journey between art, design and engineering, and for creating the MIT Media Lab India Initiative. https://www.forbesindia.com/article/30-under-30-2018/kshitij-marwah-using-tech-and-design-to-solve-problems/49321/1
- NASSCOM Design4India Winner, Immersive Category (2018). https://community.nasscom.in/index.php/communities/it-services/design4india/design4india-summit-and-design-awards-2018-brought-together-the-best-from-both-the-design-and-tech-world.html
- NASSCOM Emerge 50, League of 10 (2018) — top 10 emerging deep tech startups in India. https://yourstory.com/2018/09/tesseract-founder-focuses-intersection-tech-innovation-grow-ar-vr-startup
- TechCrunch / TechNode Asia Hardware Battlefield, Gold (2018). https://technode.com/2018/10/12/asia-hardware-battle-tesseract/
- TED Talks India - Nayi Baat (2019) — TED talk and live demo on mixed reality for storytelling and learning. https://www.ted.com/talks/kshitij_marwah_how_mixed_reality_tech_could_change_storytelling_and_learning

## Journey

From AI and XR research at MIT and Harvard to building products and companies at scale — across research, product, organization building, go-to-market, business and acquisition.

Timeline:
- 2009–2010 — Joint Master's with Harvard–MIT HST and MIT CSAIL. Completed joint Master's research in healthcare AI and distributed AI systems.
- 2010 — Visiting Researcher at Stanford University. Visiting Researcher at National Center for Biomedical Ontology - Stanford Medicine.
- 2010 — Founded Healthcare AI Company. Founded my first company to commercialize ontology-based AI for healthcare and biomedical data.
- 2010–2011 — Medical Ontology AI Platform. Connected biomedical concepts across billions of clinical and research data points.
- 2011 — Healthcare AI Company Acquisition. The healthcare AI company was acquired by a major healthcare chain in the US.
- 2011–2013 — Masters in Media Arts and Sciences at MIT. M.S. in Media Arts and Sciences, focused on computational imaging, machine learning and AI.
- 2012–2015 — MIT Media Lab India Initiative. Led MIT's largest program outside the US, across thousands of innovators, hundreds of innovations and deep-tech spin-offs.
- 2013–2015 — PhD Research at MIT. Advanced deep learning, AI and computational imaging research. Dropped off after couple of years to spin-off my second company.
- 2015 — Tesseract Spin-off from MIT. Founded Tesseract to democratize Mixed Reality, computational imaging and spatial computing.
- 2016 — Methane 360 Camera and Platform. Launched an enterprise 360° product powered by Made-in-India hardware and on-device processing.
- 2017 — Quark 360 Camera and Platform. Made immersive 360° content creation accessible to consumers and creators.
- 2018 — Holoboard AR Headset. Created the world's first smartphone-based mixed-reality headset for education and entertainment.
- 2019 — Tesseract Acquired by Reliance Industries. Tesseract became a majority subsidiary of Reliance Industries in a strategic acquisition.
- 2020 — Global Recognition and TED Talks. Led a foundation for immersive products and featured in TED Talks and global media.
- 2022 — JioGlass and JioImmerse Platform. Launched India's first consumer mixed-reality glasses alongside the country's 5G launch.
- 2023 — JioDive and Immersive Streaming. Delivered India's highest-selling VR headset and live immersive experiences at consumer scale.
- 2024 — Enterprise AI Platform. Expanded enterprise AI solutions across industries for improve productivity and on-the-go guidance.
- 2025 — Voice and Agentic AI Platform. Created voice-first, multimodal AI with real-time multi-agent orchestration across surfaces.
- 2025 — Physical and Spatial AI Platforms. Built an AI-native platform spanning smart glasses, smart homes and humanoids for intelligent everyday experiences.
- 2026 — Tesseract Fully Merged into Reliance Intelligence. After scaling Tesseract across business, product and organization metrics to continue the mission for scaling AI platforms and devices for an intelligent future.
- Now — Exploring the Next Frontier. Continued learning across AI research at Harvard and MIT, deep-tech startup investments, advisory and AI company building at scale.

Detailed career journey:
- 2016–2025 — CEO/Founder, Tesseract. MIT spin-off, India's largest XR + AI company, acquired by Reliance in 2019 and fully merged into Reliance Intelligence in 2026.
- 2013–2016 — Head, MIT Media Lab India Initiative. Biggest MIT program outside US, 1,000+ community, 100+ innovations, 5+ spin-offs.
- 2011–2015 — M.S. and PhD Research, MIT Media Lab. Deep learning over 4D light-field tensor data, two ACM SIGGRAPH papers.
- 2010–2011 — Research Scientist, Stanford University / Harvard Medical School. AI over biomedical data, context-sensitive ontology alignment, three published papers.
- 2009–2010 — Visiting Research Scientist, Harvard–MIT HST / MIT CSAIL. Distributed computing for cross-language communication.

## Key Products

- Physical and Spatial AI Platform (2025, Platform) — AI-native platform for physical and spatial intelligence, powered by on-device and on-cloud multimodal LLM, LAM and VLA models. Impact: next-generation embodied AI for industrial and consumer use cases.
- Voice and Agentic AI Platform (2025, Platform) — Voice-first Agentic AI platform with real-time multi-agent orchestration across conversational AI, smart home, media and music across different surfaces. Impact: deployed across homes and enterprises for conversational AI at scale.
- JioFrames (2026, Consumer) — Lightweight AI-native smart glasses along with mobile app and AI cloud platform designed for everyday use — multi-lingual voice AI, music, news and camera on the go. Impact: first mainstream AI glasses play built for India and global emerging markets.
- Enterprise AI Assistant (2024, Enterprise) — AI-powered enterprise assistant that works across mobile phones and wearables to deliver on-the-job guidance and training. Impact: deployed across key large enterprises in India for productivity gains.
- JioDive and JioImmerse Platform (2023, Consumer) — Affordable VR headset that turned any smartphone into an immersive cinema, gaming, and learning device. Impact: single most selling VR headset in the Indian market.
- 360° VR Streaming Platform (2023, Platform) — World's largest cloud-native platform for live 360° video capture, stitching, compression and streaming across mobile devices and VR headsets. Impact: powered live immersive broadcasts for Indian Premier League (IPL) across millions of consumers.
- JioGlass and JioImmerse Platform (2022, Consumer) — India's first consumer mixed-reality glasses and platform for media, education, communication, and productivity. Impact: first-to-market mixed reality device in India, showcased along with 5G launch and demonstrated at global tech conferences.
- Holoboard (2018, Enterprise) — World's first smartphone-based MR headset for education and entertainment use-cases. Using a special combination of curved lenses and new material coating with cameras for spatial tracking, Holoboard enabled any smartphone to become an affordable MR headset. Impact: pioneered accessible AR hardware ecosystem for education, developers and early adopters.
- Quark 360 Camera and Presence Platform (2017, Consumer) — 360° camera and presence platform for capturing, sharing and on-the-go editing of immersive moments. Impact: easy, accessible and affordable 360° content creation for consumers and creators.
- Methane 360 VR Camera (2016, Enterprise) — India's first 360° VR camera and platform focused on immersive views and walkthroughs of homes, hotels, and tourist spots. Using a combination of Made in India hardware and on-device processing for privacy it enabled enterprises to accurately depict real spaces to their customers. Impact: deployed across leading online property platforms for 360° immersive views of home listings.
- MIT Media Lab India Initiative (2012-2015, Platform) — Built and headed MIT's largest initiative outside the US, with multi-million dollar budgets raised from Indian enterprises, running Design Innovation Program across India to turn research into real-world innovations and startups in collaboration with MIT professors and researchers from US along with students across India. Impact: over the course of 4 years, the program created 1000+ innovators, 100+ grass root innovations and 5+ deep-tech spin-offs.
- Medical Ontology AI Platform (2011, Platform) — Medical Ontology AI Platform used context-sensitive ontology alignment to connect biomedical concepts using clinical and research data across billions of data points, enabling better recommendations and decision support for doctors and medical professionals. Impact: launched and deployed across leading healthcare chains and medical research institutions in US.
- dBabel: A Cross-language Interface for Real-time Code Sharing (2010, Enterprise) — Real-time communication between different languages over a distributed infrastructure to facilitate seamless collaborations between researchers. Impact: allowed researchers in universities and enterprises in US to seamlessly collaborate and increase productivity.

## Talks

- How mixed reality tech could change storytelling and learning — TED Talks India. https://www.ted.com/talks/kshitij_marwah_how_mixed_reality_tech_could_change_storytelling_and_learning
- Dropping out of IT made me achieve much more — TEDxGateway. https://www.youtube.com/watch?v=3CeXCbnVxyM
- How We Made in India! The First Ever 360 Virtual Reality Camera — TEDxHyderabad. https://www.youtube.com/watch?v=Byt4h_jfCWM
- Now re-focus images (after taking the picture!) — INKtalks. https://www.youtube.com/watch?v=IIpiZ-CC0Tc

## Research

- Tensor photography: exploring space of 4D modulations inside traditional camera designs — MIT Master's Thesis, MIT, 2015. https://dspace.mit.edu/handle/1721.1/91833
- Compressive light field photography using overcomplete dictionaries and optimized projections — ACM SIGGRAPH, 2013. https://dl.acm.org/doi/10.1145/2461912.2461914
- Methods and apparatus for light field photography — MIT Patent, USPTO, 2016. https://patentimages.storage.googleapis.com/ad/7b/1d/2655d63d700b14/US9380221.pdf
- Context-Specific Ontology Integration: A Bayesian Approach — Research Paper, PMC, 2012. https://pmc.ncbi.nlm.nih.gov/articles/PMC3392068/
- Self-Organized Design Education: A Model for Interdisciplinary Design Education — Research Paper, IDSA, 2014. https://www.idsa.org/wp-content/uploads/Lee_0.pdf
- Analysis of Linear Non-Adaptive Projective Visual Signal Sampling — Research Paper, OSA, 2012. https://opg.optica.org/ViewMedia.cfm?r=1&uri=COSI-2012-CTu4B.4&seq=0
- dBabel: A Cross-language Interface for Real-time Code Sharing — Research Paper, AMIA, 2010. https://docs.google.com/viewer?url=https://people.csail.mit.edu/kshitij/pubs/dbabel.pdf
- An apparatus, method, and system for capturing 360/virtual reality video using a mobile phone add-on — PCT Patent, WIPO, 2018. https://patentimages.storage.googleapis.com/da/d0/92/4018d261684098/WO2018154589A1.pdf
- An apparatus, method, and system for augmented and mixed reality viewing — PCT Patent, WIPO, 2018. https://patentimages.storage.googleapis.com/11/f6/ac/6eafa0035ab263/WO2018142418A1.pdf
- An audio apparatus and a head mounted device including the audio apparatus — PCT Patent, WIPO, 2023. http://patentimages.storage.googleapis.com/e1/1f/2c/ad9044e9786968/WO2023037386A1.pdf
- An interaction system and method for configuring an input device — PCT Patent, WIPO, 2023. https://patentimages.storage.googleapis.com/e1/1f/2c/ad9044e9786968/WO2023037386A1.pdf

## Insights

Musings on building the future — across markets, companies, acquisitions, scale, business, go-to-market, organization building, way of working, products and technology.

- How We Made and Sold Hardware In India — First-hand account of building India's first 360 VR camera, Methane, out of Mumbai — from 3D-printed prototypes and parallax battles to CNC mills in Marol and leather packaging in Dharavi. 18 min read. https://www.kshitij.ai/insights/how-we-made-and-sold-hardware-in-india

## Contact

- Email: ksm@alum.mit.edu
- LinkedIn: https://www.linkedin.com/in/kshitij-marwaha/
- YouTube: https://www.youtube.com/@kshitijmarwaha
- X: https://x.com/horizon_ksm