Saptadipa Roy
Konnagar
Summary
Entry-level Data Science Engineer with hands-on experience gained through multiple internships in data analysis, machine learning, and Python development. Strong foundation in Python, SQL, statistics, and data visualization, with a proven ability to solve real-world problems. Recipient of a merit-based scholarship for academic excellence.
Overview
1
1
year of professional experience
Work History
Research Intern
IIT Kharagpur
06.2025 - 07.2025
- Implemented Normal PPO and Safe PPO in OpenAI Gym (Pendulum-v1).
- Developed safety-based reward shaping to reduce torque, angle, and velocity violations.
- Analyzed performance and stability differences between Safe PPO and standard PPO.
- Department of Computer Science & Engineering
Data Analyst Intern
Tec Saksham
01.2025 - 02.2025
- Completed project on 'Identifying Shopping Trends through Data Analysis.'
- Performed data cleaning, visualization, and statistical analysis using Python, Excel, and Power BI.
- Delivered insights on customer behavior and purchasing patterns.
- Developed an unbeatable Tic-Tac-Toe AI using minimax and game theory.
- Improved skills in algorithm design and decision-making logic.
- Microsoft & SAP Initiative
- Remote
Research Intern
Indian Statistical Institute (ISI)
10.2024 - 12.2024
- Developed an unbeatable Tic-Tac-Toe AI using minimax and game theory.
- Improved skills in algorithm design and decision-making logic.
- Kolkata
- Remote
Education
B.Tech - Computer Science and Engineering (Data Science)
MCKV Institute of Engineering
Liluah, Howrah06-2026
Higher Secondary - Higher Secondary with PCM
Nabagram Hiralal Paul Balika Vidyalaya
06-2022
Secondary - Secondary with General stream
Nabagram Hiralal Paul Balika Vidyalaya
06-2020
Skills
- Python
- Scikit-learn
- Pandas
- NumPy
- Matplotlib
- Seaborn
- PPO
- Reinforcement Learning
- EDA
- Regression
- Classification
- Excel
- Tableau
- Power BI
- MySQL
- PostgreSQL
- MongoDB
- C
- C
- R
- Git
- GitHub
- Jupyter Notebook
- Google Colab
Accomplishments
Reliance Foundation Undergraduate Scholarship, Achieved through a highly competitive national-level examination among 200,000+ applicants, with only 40,000 selected for outstanding academic merit and performance.
Languages
- English
- Hindi
- Bengali
Personal Information
- Location Preference: Open to work in any location across India
- Marital Status: Unmarried
Timeline
Research Intern
IIT Kharagpur
06.2025 - 07.2025
Data Analyst Intern
Tec Saksham
01.2025 - 02.2025
Research Intern
Indian Statistical Institute (ISI)
10.2024 - 12.2024
B.Tech - Computer Science and Engineering (Data Science)
MCKV Institute of Engineering
Higher Secondary - Higher Secondary with PCM
Nabagram Hiralal Paul Balika Vidyalaya
Secondary - Secondary with General stream
Nabagram Hiralal Paul Balika Vidyalaya