Siddarth G

At NLC INDIA Limited, I automated the daily collection of at least 50 bid reports from the GeM government portal. I used UiPath RPA, computer vision, OCR, and Python ETL pipelines to load extracted data into PostgreSQL, saving 90% of manual data entry time.

I developed the FastAPI backend for DataAssistor, connecting a web frontend to a multi-agent workflow that translates natural-language queries into Pandas and NumPy operations. I integrated FAISS-based schema retrieval and SQLite working memory, with SSE and WebSocket updates for execution status.

For DataAssistor, I also automated an isolated Docker execution environment with restricted network access, read-only mounts, resource limits, and bounded error-recovery retries.

I designed EasyML, an agentic AutoML platform with 10 reusable machine-learning workflows and experiment-history storage. I integrated multi-agent orchestration, SHAP explainability, and AI-generated responses with output validation, increasing response accuracy by 15% for stakeholders.