Siddhesh Koli
Python Data Engineer @ CDF | M.S in ITM @ UTD | Ex-SAP Consultant @ Tata | Python Developer | ETL | Data Science | React
- Role
- Python Data Engineer at Community Dreams Foundation
- Location
- Sunnyvale, CA, US
- LinkedIn followers
- 500 followers
About Siddhesh Koli
As a Python Data Engineer at Community Dreams Foundation, I leverage my skills in data…
Experience
Python Data Engineer
Sep 2024 — Present · US
Integrated an LLM-based chatbot with prompt engineering for onboarding and personalized user guidance.• Developed a high-volume data pipeline with PySpark for 3 primary data sources for downstream ML training. • Spearheaded Dreamstream project, an AI-powered personalized document generation system for 1600+ paying users using Firebase (GCP), Node.js (ReactJS), lovable.ai and Netlify. • Leveraged a Retrieval-Augmented Generation (RAG) system with React prompting to build a natural language interface for database interaction (Gen AI), enabling users to ask questions and receive relevant, visualized data by generating accurate SQL queries based on embedded user input and understanding database structure.
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