I take physical + digital & AI products from idea to manufacturing.
15+ years from the drawing board to the factory floor: smart watches & trackers for kids, smart apps and learning platforms for families and enterprises, and full hardware + software stacks. My work lives in the concept-to-production gap: the distance between a good idea and a product people can actually buy.




















Three ways I move a product forward.
Build
I take a rough idea and carry it to a working product. I design the experience, set the architecture, and direct the build hands-on — edge RTLS, multi-agent systems, smart products for kids and enterprises. Building is simply how I understand a problem properly.
Lead
Product from inception through design and development to manufacturing and scale — NPD, GTM, and managing third-party vendors through complex, multi-phase deployments, across IoT, AI and hardware for consumer, enterprise and public sector. I've run this with partners and manufacturers across India, the GCC, China, the UK and the US.
Advise
One-year retainers, 48–72h response, full product-lifecycle ownership. Builder/CTO-level firepower without the full-time hire.
“AIoT on Cloud — selecting the right hosting solution.”
On the event advisory panel, I joined a session on deploying AIoT — scalability, security, cost and edge-to-cloud integration — alongside leaders from Jio, Microsoft and Shalaka Connected Devices, at one of India's largest IoT shows.
See the post →
A timeline of things I've shipped.
From a $10 safety device to agentic AI — 15+ years of hardware + software, idea to market.
InfraOS · CityViewInfraOS — OS for big infrastructure
Land-parcel, GIS, drone-earthwork volumetrics and real-time ICCC city-surveillance on one platform for Reliance and Model Economic Township. Earthwork measured to the cubic metre, +8% throughput.
securemedevices.comSecureMe — safety + tracking
From ERRS, the world's first $10 personal-safety wearable (patent filed 2814/DEL/2013, Core77 finalist), to today's connected safety + tracking platform: GPS/IoT trackers, live telemetry, route & geofence maps and alerts for enterprise field officers and assets.
Aquaguard · Geneus · InfinitiConsumer durables, at scale
The Aquaguard Geneus & Infiniti purifiers and the world’s first pay-per-use IoT purifier at Eureka Forbes, 40+ refrigerator launches at LG, the Kenstar portfolio at Videocon — the mechanical-engineering and manufacturing grounding behind everything since.
Start from the customer. Add delight, not cost.
I think about a product from the customer's side first — then build the features, and the small micro-features, that genuinely win them over, without letting cost creep in. Fifteen-plus years on, that discipline runs through everything I've shipped: the $10 safety device, a chassis that services 70% faster, a purifier you pay for by the litre. Design the delight; protect the price.
15+ years, idea to scale.
Builder/CTO firepower, on a retainer.
One-year engagements, 48–72 hour response, end-to-end product-lifecycle ownership. Pick the shape that fits.
Book a call →Advisory retainer
Ongoing product + tech strategy, R&D direction, and the calls that de-risk your roadmap.
Build sprint
A working prototype or edge/AI system, built hands-on — from idea to a thing you can demo.
Fractional product + tech lead
I own the concept-to-production gap end-to-end while your team scales around it.
Have a hard product to ship?
Tell me what you're building. I reply within 48–72 hours.



