Laile
Camera-verified home physical therapy, with a coach that checks in on you. Pose estimation counts reps and measures range of motion, the coach drafts programs from a vetted exercise library, and a physio signs off.
projects
Newest first. For more detail on any of them, ask the chat.
vahumana
Lossy, emotionally weighted memory for LLMs. Hidden states are projected into valence and arousal, consolidated with noise scaled by how salient they are, and recalled back into the residual stream. No weight updates.
Haitham
Academic presentations generated by a multi-agent pipeline and rendered through LaTeX, with a model chosen per agent from Claude, Gemini or OpenAI.
Blobman
Ingestion pipelines for financial documents that sped up manual work at BPOs. Airflow DAGs tie together Unstract, ColPali and OpenAI, with over 82% extraction accuracy.
Motif identification
Extracts candidate motifs from a set of MIDI files and identifies the most prominent one.
Earlier
- Janna · second runner-up at BlueHacks. Disaster preparedness over SMS, with React Native, Globe's API and MongoDB.
- DeliveryEase · GDSC-L hackathon. Delivery routes optimized to cut fuel and pollution.
- FoodOptions · family meals planned around pantry items about to expire.
- DetectiveEmolga · a Discord bot.