Projects

Selected work

Python Flask Next.js AutoGen LLaMA PostgreSQL Docker

InvestIQ

Agentic workflow converts plain English into backtested strategies using RAG and tool orchestration.
Metrics‑gated evaluation loop tracks Sharpe, max drawdown, and turnover during iterative codegen.
Queue‑backed workers, cached market data, and reproducible manifests in containerized jobs.
Built‑in risk controls: slippage, fees, and position limits during simulation.
Natural‑language interface to design, test, deploy; exportable notebooks for auditability.

Next.js TypeScript MediaPipe MongoDB Auth0 IPFS

StepSync

On‑device keypoint tracking with temporal smoothing and confidence gating.
Timestamped node‑level cues, ranges of motion, and heat‑maps in real time.
Pose vectors hashed and pinned to IPFS for originality and attribution.
Shared routines, remix flow, and versioned drafts for collaboration.
Frictionless sharing and profile discovery for creators.

Python FastAPI Vector DB GPT‑4 Fine‑tuning

Talkaroo

User‑centric vector memory for durable personal context and retrieval.
Guardrails and intent filters with configurable privacy per conversation.
Fine‑tuned tone for empathetic, natural dialogue.
Streaming responses with thought truncation safeguards.
User‑managed export and deletion of memories.

Python Librosa Scikit‑learn Signal Processing

Music Recognition

Predicts songs from short hums using pitch‑contour embeddings.
Chroma, MFCC, and DTW‑based alignment for robust matching.
Curated dataset with augmentation for tempo and pitch drift.
Lightweight pipeline with fast CPU inference.

Python NumPy SciPy SQLite Docker

Options Pricing Model

Implements Black‑Scholes, Monte Carlo, and Binomial with live market data feed.
Implied volatility surface calibration with error diagnostics.
Analytic Greeks with finite‑difference validation.
Response caching, containerized deployment, and responsive web UI.