Resume

📄 Summary

A strong foundation in Mathematics has shaped a keen analytical mindset, fueling a passion for solving real-world challenges. This led me to Machine Learning and AI, and now I’m pursuing a career in Data Science to build intelligent systems for complex problems.

🎓 Education

• M.Sc in Data Science — University of Kalyani, West Bengal (Expected: 2025)
• B.Sc in Mathematics — Presidency University, Kolkata (Graduated: 2023)

🛠️ Technical Skills

• Languages: Python, R, C
• Machine Learning: Regression, Classification, Decision Trees, Gradient Descent
• Deep Learning: TensorFlow, Keras
• Big Data: Hadoop, HDFS, Hive, MapReduce
• NLP: Text Preprocessing, Sentiment Analysis
• Data Tools: Power BI, Excel, SQL, DBMS, Statistics
• Web Development: HTML, CSS, JavaScript
• Scientific Computing: Numerical Methods

📊 Projects (Highlights)

• Health Risk Prediction App — Predicts diseases using lifestyle inputs; implements data encryption.
• Music Genre Classification — ML model using audio features & LibROSA.
• Credit Risk Analysis — Loan data insights using Python & visualization.
• Telecom Churn Case Study — Identified churn indicators using predictive ML models.

🗣️ Languages

• English — Fluent
• Bengali — Fluent
• Hindi — Fluent

🏏 Extra-Curricular Activities

• Elected Class Representative — Presidency University Students’ Council
• Professional Cricketer — Played at CAB level
• Captain — Presidency University Cricket Team
• Champion — Cricket, Football, Volleyball (Intra-University)

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