5ingularity

AI/ML Engineer with hands-on experience building and deploying production systems for cryptocurrency markets. I’ve designed and shipped real-time market making bots with automated risk controls, async order management, and live monitoring dashboards. I also built bidirectional LSTM models with attention mechanisms for crypto price forecasting, achieving strong accuracy on live market data using Binance APIs and technical indicators.
My background includes production-grade LLM and RAG systems, FastAPI backends, Dockerized deployments, and CI/CD pipelines. Currently working as an IT Manager, I focus on system reliability, observability, and uptime — skills that translate well to high-availability Web3 infrastructure.
I’m looking for roles where I can apply my experience in AI-driven trading systems, LLM applications, or production ML infrastructure within the Web3 and crypto space. Open to remote opportunities and excited to contribute to teams building practical, reliable AI solutions in decentralized finance and trading.