Work
A working portfolio of interactive tools and intelligence systems. Each one is designed, built, and shipped end to end to a live domain, AI that compounds, not collapses, under real use.
Shipped
Production deployments, not demos. Built end to end and shipped to real domains with real data feeds.
Vidhi (Sanskrit: the prescribed method) turns a plant's scattered work instructions into governed operating knowledge. Engineering drops in the workbooks, manuals, and setup sheets it already has; Vidhi extracts every step and value with a link back to its evidence and asks for what is missing; an engineer resolves, signs, and seals the revision into an immutable corpus, photos included. Work centers show only sealed revisions, operators acknowledge the exact revision they read, and the assistant answers only from that corpus: labeled, cited, and traceable, with refusals filed as knowledge gaps. Run data proposes the next revision as a gated draft; the AI never publishes. Live with 35 sealed instructions across a 20-machine fleet, from genuine OSHA, military, and manufacturer procedures to a real plant lockout carried from workbook to floor.
A geographic atlas of where the world manufactures. Pick any country, region, or point on the map and see what is made there and where the facilities are, each with its address, coordinates, and source. It fuses country-level industrial and trade statistics for the whole world with 318,962 facility records from public regulatory registries, the US EPA and Europe's industrial emissions reporters, on a model that keeps companies, facilities, reported industry codes, and evidence as distinct linked objects. Every number names its source, a reported code is never dressed up as a verified capability, and coverage gaps are shown instead of hidden. An early prototype on free infrastructure: US and European facility coverage is a regulated-registry extract, not a complete census, with a curated evidence layer that adds depth where it earns it.
A US and Canada government-market intelligence platform, built provenance-first for companies that sell to government. It fuses seven official sources into one honest picture: a tender is not a project, a contract ceiling is not spend, two spellings of a buyer are one company, and every number carries its source. On that base sit market analytics, explainable fit scoring against open opportunities, competitor and incumbent intelligence, unified search, and a grounded AI assistant that answers only from the data. It re-ingests and snapshots every day, so the view stays current and the history accumulates.
Hear the old scriptures, and understand them. Paste a Sanskrit verse in any Indian script or roman letters, or a photo of the page: Vāk reads the text off the image, chants it the traditional way, true to its meter, and unfolds the deeper meaning line by line as you listen, in English or Hindi. Tap any line to hear its pronunciation again. A meter engine ported from IISc's Vāgdhenu runs the scansion in the browser; the chant is a 337M-parameter voice on a free GPU; every meaning names the model that wrote it. Then step into the Learn room: reference chants, a syllable pacer, and record-and-compare.
A digital twin-style virtual rubber factory for custom elastomer manufacturing. RubberForge connects an interactive 3D production floor, a simulated QA lab, an ISO 9001-aligned QMS model with an AI-assisted operating model, and the material, chemistry, and process intelligence behind a rubber sheet, all stitched together by one traceable digital thread from customer requirement to finished output. From that model it generates factory outputs: RFQ packages, audit reports, quality plans, and bills of process. A prototype, not a live production twin or a certified QMS.
A sourcing intelligence system for industrial procurement. Srota discovers global suppliers, verifies their claims against quoted source evidence, ranks capabilities deterministically, and prepares RFQ packages with a full audit trail, and it can even take a photo of a part as a starting point. Search broadly, verify strictly, rank deterministically, source with evidence.
An intent-first should-cost platform for physical parts. Describe a part in plain language, no CAD and no supplier quote needed, then pick a route and material and get an explainable cost range where every line item shows the formula and inputs behind it. Six manufacturing routes modeled on real process physics, a process-fit judgment on each dimension, ranked cost-reduction moves with their trade-offs, and a structured way to challenge a supplier's number. Runs entirely in the browser, free to host and free to run.
Near-real-time dashboard showing where global supply-chain pressure is building. Fifteen free public feeds across aircraft, vessels, commodities, weather, geopolitics, and search trends, fused into one continuously refreshing view across nine regions and eight strategic chokepoints.
A living atlas of Indian medicine. 9,291 plants, 89,800 phytochemicals, and the protein targets they act on, fused from open scientific sources into one queryable knowledge graph where every claim carries its source. A six-lesson interactive course connects the doshas and the six tastes to real molecules and modern pharmacology, and a natural-language assistant writes read-only SQL over the graph and answers from the data, citing where it came from.
A free, interactive 3D atlas of the human body. 3,753 anatomically named structures across 13 systems, every one of them clickable and searchable, with the camera flying to whatever you type. No download, no login, no paywall. Open-source under CC-BY-SA 4.0.
An interactive course in quantum mechanics, from a single qubit you can spin to entanglement that breaks Bell's inequality. Six chapters and a circuit lab you build and run on a genuine state-vector simulator: live Bloch spheres, real gate math, and a depth dial that rewrites every explanation from plain language to research rigor, plus a tutor that answers at your level.
A museum-grade open archive of Raja Ravi Varma, the painter who gave India's gods and epics their most enduring faces. 395 of his paintings and Ravi Varma Press oleographs in high resolution, each catalogued with its subject, its place in myth, and its significance, and every one free to explore in deep zoom and download. All public domain.
An interactive course in string theory, from a string you can pluck to the duality web and the holographic principle. Eleven chapters and twenty-one simulations you can touch, with real equations and an honest account of what the theory has and hasn't achieved, built for a reader who starts at zero.
A walkable, drivable digital twin of an industrial valve plant, the DeZURIK works in Sartell, Minnesota, reconstructed in the browser from public geospatial data: USGS elevation, NAIP aerial imagery, and OpenStreetMap. Explore the campus on foot or by car, then step through an open-air gallery of flow-control valve families where every model is illustrative and every product claim links to its public source. Runs entirely on free, self-contained data, no map token required. An independent VayuAI demonstration built from public data, not affiliated with or endorsed by DeZURIK.
Describe a mechanical part in plain English and get back editable parametric CAD code, a valid solid, STEP / STL / GLB exports, and an ASME Y14.5-style drawing. A generate, execute, verify, repair loop runs the code through a real CAD kernel and promotes the best verified result, all on free model tiers.
Capabilities
The same hands that shipped the tools above. If your problem looks like one of these, we will get on well.
I turn hard subjects into things you can touch. Real simulation and real math in the browser, built for someone who starts at zero and leaves with intuition.
Domain-specific assistants with the right memory, tools, and guardrails, plus the boring engineering that keeps them alive long after the demo.
RAG systems and data pipelines that fuse many noisy public and private sources into one continuously refreshing view you can actually trust.
A decade across manufacturing, robotics, and machine learning. I scope for fit, build end to end, and hand over something an owner can actually run.
Background
Manufacturing
Led international PLM / ERP / CRM integrations connecting design automation with the factory floor, across North America and Asia.
Robotics
Programmed industrial robots, PLCs, and advanced motion control cells for the automotive sector, a decade of hands-on systems work.
AI / ML
Built models and data pipelines spanning statistics, classical ML, and deep learning, research grounded in real production constraints.
Send a few sentences. If it's a fit, we'll book a call and map a path forward.
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