Fordham Registration Agent (3rd Place — Fordham AI Solutions Challenge 2026)

Chrome MV3 extension embedding a Claude-powered academic advisor inside DegreeWorks. Reverse-engineers the Ellucian JSON API with client-side PII redaction, two-tier memory curation, and prompt caching saving ~90% input tokens.
Stack: TypeScript, React 18, Chrome MV3, IndexedDB, Anthropic Claude API.

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Visual Place Recognition & Adaptive Thresholding (IEEE RoboticCC 2025 · IEEE RA-L)

Open-set VPR pipeline with online place discovery and reference-only adaptive thresholds. Achieves 92–100% same-environment distractor rejection across benchmark datasets.
Stack: Python, PyTorch (DINOv2 SALAD), SciPy, NumPy.

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NPI Graduation Platform & Answer Bot (Google Compute Engine)

Gated 9-phase release platform automating production verification for GCE host rollouts across 12+ graduations/quarter (33 merged CLs). Hackathon top-13/75 build backboning Answer Bot on-call assistant.
Stack: Go, gRPC, Cloud Spanner, Protocol Buffers, Angular, ADK.

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TikTok Transcription Pipeline (INFORMS DMDA 2026)

Distributed audio batch extraction and Whisper transcription pipeline with auto-detected FP16 GPU inference and incremental checkpointing.
Stack: Python, PyTorch, OpenAI Whisper, yt-dlp, ffmpeg, pandas.