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Geeked Vs Locked In credits claude fable 5.1 for making this read me
| Project | What it is |
|---|---|
| MARC | Mathematical AI Reasoning Core, at SAID Laboratory. A learned prior over constraint graphs that decides what structure to add to a problem; classical solvers find the values, and an exact symbolic checker decides what counts as true. |
| ATAP | Computational susceptibility map for BAX-independent salvage in BH3-mimetic-resistant blood cancers. Predicts susceptibility from mechanism; claims no efficacy. |
| 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. |
| velvt-core | Backend for velvt.ai. Turns privacy-safe abstracted device events into sessions, fragmentation and focus scores, and one daily insight — without ever receiving an app name, window title, or URL. |
| 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. |
| Rebuilt | FRC Team 293's 2026 competition robot. I wrote the intake subsystem and tuned the flywheel control loop. |
Explore MARC · 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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