Projects
Things I have built, mostly to answer a question the papers raised.
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LearnLLM.dev
A GeeksforGeeks-style learning platform for building with large language models, built full-stack from schema to deployment, with Vercel CI/CD. 1,000+ active users.
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VisionAI: AI assistance for visually impaired users
Fine-tuned multimodal LLMs for hazard detection and accessibility from a live camera feed. Runner-up at the IBM / MUIDSI Generative AI for Social Good Hackathon 2025.
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ReflectMemory: persistent memory for long-context reasoning
Stores and re-injects chain-of-thought embeddings so a long-running agent keeps a stable line of reasoning across sessions instead of restarting it.
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Autonomous indoor navigation
BLE beacons and a Raspberry Pi running A* and Dijkstra pathfinding, paired with a Kotlin app giving turn-by-turn guidance indoors where GPS fails.
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ChatMed: grounded medical question answering
A symptom-guidance assistant built on BioGPT and grounded in PubMed articles.
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CropInsight: crop health and yield forecasting
Computer vision plus sequence models for crop health monitoring and yield forecasting from field imagery.
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SocialSift: crisis-aware multilingual sentiment analysis
Transformer-based sentiment and intent analysis over multilingual social media during natural disasters.