About Me
Data Scientist passionate about solving complex problems through Machine Learning, Reinforcement Learning, and intelligent systems.
Experience
NOV 2024 — JUL 2025
Student Researcher
Schaeffler Technologies AG & Co KG | Herzogenaurach, Germany
- Designed and benchmarked RL controllers (AC, SAC, TD3) for industrial Vapor-Compression Cycle systems
- Achieved 15% energy efficiency improvement with TD3 agent over traditional PID control
- Authored comparative analysis thesis on adaptive HVAC-R control using model-free RL
OCT 2020 — DEC 2020
Intern in R&D Team
Trust Bank Limited | Dhaka, Bangladesh
- Developed 5+ interactive dashboards using Tableau and Matplotlib to visualize banking transaction trends
- Automated data preprocessing pipelines using Python (Pandas/NumPy), reducing manual reporting time
- Analyzed customer demographic data to support strategic R&D initiatives and product targeting
Education
M.Sc. in Data Science
FAU Erlangen-Nürnberg
Major: Machine Learning
Master's Thesis: "Reinforcement Learning-based optimal control for HVAC systems."
Master's Thesis: "Reinforcement Learning-based optimal control for HVAC systems."
B.Sc. in Computer Engineering
Gujarat Technological University
Award: ICCR Scholarship – Competitive full-ride grant awarded by the Indian
Council for Cultural Relations for academic merit.
Skills
Programming Languages
Machine Learning
Deep Learning
Reinforcement Learning
Database
DevOps & Tools
Web & Mobile Development
Language
Honors & Awards
ICCR Scholarship
Awarded the prestigious ICCR Scholarship by the Indian Council for Cultural Relations, a highly competitive grant for pursuing a Bachelor of Engineering based on outstanding academic merit.
May 2016
Let's Work Together
I'm currently looking for opportunities in Data Science and Machine Learning. Let's connect!