sparshroy.com · LinkedIn · Projects
I work on AI and machine learning for health, local-first systems, and social-impact products, and I build startups around them. A lot of my current research sits on social determinants of health — the parts of an outcome that never show up in the clinical record.
The common thread across everything here is honesty about limits: systems that state what they predict versus what they measure, degrade instead of breaking when the network drops, and stay legible to the person relying on them.
| Project | What it is |
|---|---|
| Aidsense | Mobile app that turns a plain-language message like "I need food" into real nearby food, shelter, and clinic resources. Works online or off, on Android and iOS. |
| AURA | Local-first personal AI across calendar, mail, coursework, and files. Fully functional offline on Ollama alone — degraded quality is acceptable, broken features are not. |
| ATAP | Computational susceptibility map for BAX-independent salvage in BH3-mimetic-resistant blood cancers. Predicts susceptibility from mechanism; claims no efficacy. |
| NJX | CircleCheck — risk-adaptive verification for urgent impersonation requests. Extracts explainable warning signs and routes high-risk cases to a trusted contact. |
| velvt | Focus-tracking overlay for macOS that detects app-switching and turns attention fragmentation into live analytics. |
Explore Aidsense · Visit sparshroy.com
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Most of my work is private while it is in progress. If something here is relevant to you, get in touch — I am happy to talk about it.
mail@sparshroy.com · sparshr@mit.edu · LinkedIn
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