Work
Building data-driven products, from fraud detection to legal AI.
Founder & Engineer
2025 –Atticus AI
Building a legal AI platform for small and mid-sized law firms. Full-stack development including RAG-powered document search, real-time AI chat with Claude, document creation and analysis, multi-tenant architecture, and enterprise compliance. Handling everything from infrastructure to product design.
Data Scientist
2024 – 2025NLP & Machine Learning
Worked on NLP SMS agents for insurance and healthcare verticals. Built automated Python evaluation frameworks for model performance analysis. Improved F1 scores by 20% through A/B testing and confusion matrix analysis. Bridged the gap between model development and production deployment.
Data Scientist Intern
2023Blockchain Analytics
Focused on anomaly detection for fraud prediction at a blockchain analytics startup. Served in a client-facing role, translating complex technical findings into actionable intelligence for the Department of Defense, national banks, crypto exchanges, and securities commissions.
Atticus AI
A legal technology platform designed for SMB law firms. Atticus helps lawyers research, draft documents, and analyze contracts while maintaining strict confidentiality and compliance standards. Built with Claude, FastAPI, React, PostgreSQL, and Redis.
Technical Highlights
- —Rust-based text extraction and background indexing
- —pgvector semantic search with legal-aware chunking
- —Source attribution and real-time tool visibility
- —Streaming responses with optimistic UI updates
Technologies I work with daily