Tathagata Bandyopadhyay

is about to graduate. 🎓

Angestellt, Working Student, SIEMENS
Vaterstetten, Germany

Skills

Python
Deep Learning
PyTorch
Computer Vision
3D Computer Vision
Audio Signal Processing
Image Processing
Software Engineering
Machine Learning
Research
Parametric Head Models
Implicit Surface Representation
Natural Language Processing
Neural Networks
MatLab
Large Language Models
Langchain
Pytorch
Adaptability
Fast learner
Team work
Reliability
Intuition
willingness to learn
ambitious

Timeline

Professional experience for Tathagata Bandyopadhyay

  • Current 3 years and 1 month, since Mar 2023

    Working Student

    SIEMENS

    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.

  • 2 years and 3 months, Jul 2017 - Sep 2019

    Software Engineer

    Dell Technologies

    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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