
Tathagata Bandyopadhyay
Skills
Timeline
Professional experience for Tathagata Bandyopadhyay
Developed an Intuitive Natural Language Query system for Knowledge Graphs using LLMs. • Implemented Retrieval Augmented Generation (RAG) on Knowledge Graphs using graph traversal • Performed Prompt Engineering and In-Context Learning to generate reliable, reproducible and robust answers. • Developed an automated sentence extraction tool which reduced manual dataset creation effort by roughly 50 percent. • Utilized Python, LangChain, FastAPI and FLASK for backend and HTML, CSS, JS and Streamlit for frontend.
Developed an Intelligent Price Recommendation Engine with Statistical Modelling of historical price data. • Utilized Web Scrapping using Python, Pandas, NumPy and BeautifulSoup to collect and analyse market price. • Applied Test Driven Development (TDD) and CI-CD pipelines to improve code quality by roughly 45 percent. • Maintained back-end REST APIs written in C# .Net Framework. • Followed Agile Software Development with a cross-functional multi-national team of more than 50 members.
Educational background for Tathagata Bandyopadhyay
- 4 years and 6 months, Oct 2019 - Mar 2024
Informatik
Technical University of Munich
Passed with Distinction MA Thesis: Learning Neural Parametric Head Models using 2D Adversarial Objectives.
Languages
English
First language
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