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NeilP211/README.md

Neil Patel

Full-stack/AI Products

UNC Chapel Hill  ·  Computer Science


LinkedIn   Email

Cool Projects

Project What it does Stack
exfil Browser-playable authoritative-server extraction shooter with competitive netcode (64Hz tick, client prediction, lag compensation). Self-play RL drives the enemy AI: a PPO policy trained on the bit-exact sim (100% win rate vs scripted/random) is exported and run natively in the Go server to control the in-game scavs, with a line-of-sight vision + memory layer. Go Rust/WASM TypeScript PyTorch RL
crypt Geospatial visual search for haunted places plus an in-app RAG agent: ask a question and a Claude planner over a hybrid retriever (BGE + BM25, Reciprocal Rank Fusion, cross-encoder rerank) answers with cited places pinned on the map, scored by an LLM-judge eval harness. Backed by a from-scratch Rust HNSW index. Rust Next.js RAG Claude CLIP AWS
distkv From-scratch Raft consensus engine: no etcd/raft library. Leader election, log replication, snapshots, joint-consensus membership; verified by a deterministic chaos suite + linearizability checker. Live TUI dashboard, Prometheus/Grafana, Helm/K8s. Go gRPC Raft bbolt Kubernetes
neuropeek Mechanistic-interpretability lab reproducing and extending Olsson '22 induction heads on Pythia, with a custom Triton kernel for the hot probing path. Headline: scale-invariant emergence at step ~1000. Python PyTorch Triton Pythia
runway An AI stylist that learns what goes together: a GNN trained on 35k Polyvore outfits scores compatibility (0.848 AUC), powering catalog search, color/brand filters, and an interactive "Catwalk" builder. Python PyTorch GNN Full-stack
Five Nights at Wahmirs A browser survival-horror game in Three.js: no engine, no build step, everything procedural (canvas-noise materials, a synthesized Web Audio soundscape with a unique signature per creature, a cold post-fx grade). Five named AI threats including an unkillable hunter, a diegetic phone pillar (a radar you raise at the cost of watching the room) that one creature sabotages and another can only be tracked through, a warm-light ally, and a 5-night escape. Three.js WebGL Web Audio JavaScript
fortnut-2 A solo-built Unity (C#) FPS with custom Blender models, shipped to GameJolt. Built as a kid who really liked Fortnite. Unity C# Blender

Tech w/ rainbow icons

Languages   Python Go Rust TypeScript JavaScript C# Java HTML5 CSS3

ML & AI   PyTorch Claude RAG Reranking Reinforcement Learning Stable-Baselines3 Gymnasium Ollama PyTorch Geometric Triton Hugging Face CLIP MediaPipe OpenCV scikit-learn NumPy Pandas Weights & Biases Plotly Gradio

Web & Frontend   React Next.js three.js MapLibre Tailwind CSS Framer Motion Vite FastAPI WebAssembly

Data & Infra   PostgreSQL pgvector PostGIS Redis gRPC Protobuf Docker Kubernetes Helm Terraform AWS Prometheus Grafana GitHub Actions

LinkedIn  ·  Email  ·  GitHub

Popular repositories Loading

  1. fortnut-2 fortnut-2 Public

    Forked from MeteoricOrcasYT/NPatel_Realistic_Shooter

    🌰🔥 Fortnut 2: a solo-built Unity (C#) FPS with custom Blender models, shipped to GameJolt. A Fortnite parody that taught me to actually finish and ship a game.

    C# 1

  2. InfoML InfoML Public

    Jupyter Notebook 1

  3. crypt crypt Public

    A geospatial visual search engine for haunted and abandoned places. Drop a photo and a from-scratch Rust HNSW index ranks eerily similar locations by CLIP-embedding similarity, distance, and lore. …

    Python 1

  4. runway runway Public

    An AI stylist that learns what actually goes together. A graph neural network trained on 35k real Polyvore outfits scores garment compatibility (0.848 AUC), powering full-stack catalog search, imag…

    Python 1

  5. exfil exfil Public

    Browser-playable authoritative-server extraction shooter exploring competitive-shooter netcode: 64Hz tick, client prediction, lag compensation, and a measured peeker's-advantage window. Go + Rust/W…

    Go 1

  6. distkv distkv Public

    A from-scratch Raft consensus engine in Go, with no etcd/raft library. Leader election, log replication, snapshots, and joint-consensus membership, verified by a deterministic chaos suite and a lin…

    Go 1