Projects.

A fuller record of tools, experiments, and research systems built across campus operations, applied AI, data analysis, and language.

08: Projects
React: Product
Python: Data / AI

Consumer harm intelligence

HarmScope

NLP pipeline over 16.5M CFP complaints and 3.8M narratives to identify emerging consumer harm patterns.

PythonLLM/RAGFAISSDuckDBNLPstatsmodels

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Campus product

TableFinder

Launched a real-time NFC dining platform supporting 1,000+ daily NFC check-ins, helping students locate available seating across campus.

React TypeScript Python Supabase

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Applied AI

FDA Medical Device Risk Analyzer

Processed 500K+ FDA adverse-event reports using NLP and clustering to identify high-risk devices and accelerate safety analysis.

Python Scikit-learn Pandas Tableau

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Language systems

Sanskritized Hindi Lexicon

Created an open-source editorial lexicon documenting Sanskrit-derived Hindi vocabulary through searchable linguistic relationships.

Next.js TypeScript JSON MDX

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Research

Fire Detection Research

Trained computer vision models on 2,000+ UAV images, improving wildfire detection accuracy for low-visibility environments.

TensorFlow OpenCV Python

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Language research

Garhwali Language Lab

Open research lab building a versioned Garhwali corpus, benchmark, tokenizer studies, and language models for low-resource language research.

NLP OCR Datasets Benchmarking LLMs

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Embedded safety

Accident Detection and Reporting Helmet

Built an Arduino smart helmet that detects accidents and sends live GPS coordinates by SMS, with false-positive mitigation, a cancel window and multi-contact alerts.

Arduino C++ GPS GSM

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Financial data analysis

CapitolWatch Insider Trading

Analyzed 72,000 congressional stock trades across 350+ members using OCR, fuzzy matching, and statistical testing.

Python FastAPI PostgreSQL React Docker

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Applied AI

Evaluator Insight

Analyzed 50 B2B survey transcripts with NLP, sentiment scoring and K-Means clustering to build five buyer personas and actionable go-to-market recommendations.

Python NLP K-Means Streamlit

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