NetraFlow
Traffic Edge Security System — AI Full-stack Engineering ·
2025–Present
- Real-time video & data pipeline
with Python, SQLite and AWS S3 — automated extraction, tracking and analytics across 400+
deployment zones
- Agentic RAG dashboard connecting
object tracking with a LangGraph system over SQL — sub-second natural-language analytical
queries
- Cut model inference time by 66% via an
end-to-end preprocessing pipeline with multithreaded execution
PythonSQLiteStreamlitGenerative AIDockerPyTorchCUDNNRAGLangChainLangGraphAWSPandasNumPy