Projects

Some things I’ve built:

NeoFuse — Kernel-Level GraphRAG for Neo4j (Graduate Databases Project) Link to heading

Custom Neo4j kernel plugin that fuses vector search, graph-aware reranking, and parallel BFS into a single native procedure (CALL rag.retrieve). Benchmarked on the ogbn-arxiv citation graph (169K nodes, 1.17M edges, 128-dim embeddings) against a two-Cypher-call baseline and matches or beats the two-call latency in a single round trip while selecting less-redundant graph neighborhoods. Part of a CSCI-543 team project at USC Viterbi.

Technologies: Java, Neo4j 5.26.0, Maven, Python, HNSW vector index, Cypher, OGB (Open Graph Benchmark), Bolt driver Links: GitHub

Semantic Equivalence Across Prediction Markets (Graduate NLP Project) Link to heading

Cross-platform equivalence detector for Polymarket and Kalshi prediction market listings. Pipeline spans a 117K-market December 2025 snapshot → 473K candidate pairs (TF-IDF + Sentence-BERT hybrid retrieval) → 60K LLM-annotated labels (Qwen 2.5-14B, structured JSON schema) → fine-tuned FLAN-T5 + XGBoost ensemble, F1 = 0.70 on the held-out match class. Part of a CSCI-544 team project at USC Viterbi.

Technologies: Python, PyTorch, Hugging Face, vLLM, Qwen 2.5-14B, FLAN-T5, XGBoost, Sentence-BERT, Colab A100 Links: GitHub · Blog post

Unified Patient Communications Platform Link to heading

Data-driven healthcare admin portal integrating 5 backend environments with Azure AD authentication and role-based access control. Enables clinic staff to manage patient communications and appointments across multiple systems from a single interface.

Technologies: Next.js, TypeScript, React, Azure AD, RBAC, Cerner API Impact: Unified 5 backend systems at Keck Medicine of USC

HIPAA-Compliant OCR Solution (Hackathon Winner) Link to heading

First-place winner at the Keck GenAI Hackathon. Developed a HIPAA-compliant OCR solution using OpenAI’s ChatGPT API, Langchain, and Docling to automate manual data entry hospital-wide.

Technologies: OpenAI ChatGPT API, Langchain, Docling, Python Achievement: 1st Place — Keck GenAI Hackathon Links: GitHub

Common Crawl (Open Source Contribution) Link to heading

Open source contributions to the Common Crawl Foundation’s web-scale datasets infrastructure. Creating Java and Rust documentation and guides for accessing Common Crawl’s distributed systems and columnar data.

Technologies: Rust, Java, Distributed Systems, Web Crawling Links: Pull Request

G3N3RATION AR Link to heading

Interactive AR magazine experience created with Three.js for immersive web-based augmented reality content and digital storytelling.

Technologies: Three.js, React, WebGL, AR.js Links: Live Demo · GitHub

Reroute Link to heading

AI-powered cycling route optimizer that generates personalized training routes. Full-stack application with Strava integration, GPT-4 powered route generation, and performance analytics.

Technologies: React, FastAPI, PostgreSQL, OpenAI GPT-4, Strava API, Mapbox GL Links: GitHub

SeaLevel Health Link to heading

Blockchain-based medical file sharing application on Solana. Enables secure, decentralized patient data management with immutable audit trails and granular access control.

Technologies: React, Node.js, Python, FastAPI, AWS, Solana Links: Live Site · GitHub

Standby Link to heading

Payment platform connecting gig workers with flexible job opportunities. As Tech Lead, developed payment infrastructure processing $100K+ in transactions with Stripe integration.

Technologies: React, Node.js, TypeScript, Stripe, PostgreSQL, REST APIs Impact: $100K+ processed Links: Live Site