LLM prompt optimizer with a carbon model validated on real GPU hardware (NVML/Zeus), not just estimated. 🏆 1st place, Infosys Diamond Sponsor track, HackMIT 2025.
HackMIT 2024 stock sentiment dashboard using Reddit discussion data, LLM sentiment scoring, Flask, and Yahoo Finance.
Ripple — HackMIT 2026 (Voloridge "Signal in the Noise"). Resolves GDELT's multilingual, redundant news stream into real-world events with evidence-gated graph clustering (multilingual embeddings + FAISS + CPM-Leiden), then animates how media attention ripples across publisher countries on a 3D globe. Polars · FastAPI · React Three Fiber
AI live director: cuts between live cameras from what the host says. 2nd place, Deepgram track, HackMIT 2026.
Clearly: verifiable water-quality assessments signed on Ethereum. 2nd place, HackMIT 2025 sponsor challenge.
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