Madhumati Patil

I am a Python developer with 2+ years of production experience building backend systems, ML integrations, and full-stack Streamlit applications. I specialize in computer vision, NLP, RAG-based Generative AI, and real-time data processing.

At Alstom I designed end-to-end ML pipelines, delivered a CNN face-mask detector with 97.1% accuracy, engineered inference systems with <50ms latency for RTSP streams, and productionized LLM pipelines with vector DBs and embedding models. I also integrated ML into SIL4-certified railway subsystems, achieving 99.8% data accuracy and 40% operational efficiency gains.

I seek AI/GenAI engineering roles where I can build reliable, production-grade intelligent systems, collaborate with cross-functional teams, and drive measurable business and safety-critical outcomes.