Playing Indian Bamboo Flute
Sachin Gupta
Research Scientist
Heidelberg
Summary
I'm a computational scientist adept at implementing algorithms on classical and quantum computers. Experienced in big data analysis and optimization projects. Seeking opportunities in data science, Machine learning on Hardwares (GPUs and FPGAs) robotics, and AI.
Overview
3
3
years of professional experience
2
2
Languages
Work History
Master Thesis at PI ATLAS Group
Heidelberg
2 2024 - Current
- Designed Python-based cellular automata system from scratch for big data analysis on TrackML dataset, applying OOP and functional programming extensively.
Research Assistant
Heidelberg
05.2023 - 11.2023
- Implemented Quantization-Aware Training and Pruning for model compression, facilitating FPGA deployment of Graph construction.
- Integrated with Graph Neural Networked based pipeline for high rate experiments.
Summer Student
DESY
7 2023 - 9 2023
- Optimized quantum computer based pipeline with data preparation and analysis.
Research Assistant
Raman Research Institute
02.2021 - 08.2021
- Study of various error correction techniques in bit transmission through quantum channel- LDPC and machine learning based algorithms.
Education
Master of Science - Physics
Heidelberg University
Germany 04.2001 -
Bachelor of Science - Physics
St. Stephen's College
Delhi 04.2001 -
Skills
Python Programming
Excellent Communication
Big Data Analytics
Neural Networks
Optimization Techniques
Statistical Analysis
Scikit-Learn
Machine Learning
Problem-Solving
Analytical and Critical Thinking
Interests
Cycling
Timeline
Research Assistant
Heidelberg
05.2023 - 11.2023
Research Assistant
Raman Research Institute
02.2021 - 08.2021
Master of Science - Physics
Heidelberg University
04.2001 -
Bachelor of Science - Physics
St. Stephen's College
04.2001 -
Master Thesis at PI ATLAS Group
Heidelberg
2 2024 - Current
Summer Student
DESY
7 2023 - 9 2023
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