CV

Chinmoy Dutta

Location: Silchar
Email: chinmoydutta392@gmail.com
Phone: 7002573792
LinkedIn: Chinmoy Dutta
GitHub: Chinmoy-Prasad-Dutta

Education

Master of Computer Application
Amity University | March 2023 - Feb 2025

• GPA: 7.75/10.0
• Coursework: Machine Learning, Design and Analysis of Algorithms, Database Management, Linux Programming, Data Analytics

BSc in Physics
Assam University | April 2018 - Jan 2022

• GPA: 7.6/10.0
• Coursework: Calculus, Linear Algebra, Mechanics, Digital Systems and Applications, Electrical Circuit and Network

Projects

India Rainfall Pattern Analysis

Portfolio Project | July 2025

• Analyzed comprehensive rainfall dataset spanning 115 years (1901-2015) with 1,380 monthly observations
• Examined seasonal distribution patterns revealing 75.3% monsoon dominance in annual precipitation
• Evaluated extreme weather events including 12 years of severe droughts and excessive rainfall conditions
• Identified strong monsoon-annual correlation (r=0.93) and declining anomaly frequency in recent decades
• Developed predictive models forecasting 6.5% rainfall decline for 2016-2035 period
• Technologies: Python, Statistical Analysis, Time Series Forecasting, Data Visualization, Climate Modeling

Electric Vehicle Data Analysis

Portfolio Project | July 2025

• Analyzed comprehensive EV registration dataset spanning 1997-2024 with 177,473 vehicles
• Examined geographic distribution patterns across 39 counties and 468 cities
• Evaluated market share dynamics among 40 manufacturers and 139 vehicle models
• Identified key trends in EV adoption, range capabilities, and consumer preferences
• Technologies: Python, Data Analysis, Statistical Modeling, Visualization, Market Research

Network Intrusion Detection

Amity University, UP | Dec 2024 - Jan 2025

• Researched Recurrent Neural Networks (RNNs) to detect malicious network activities
• Optimized model parameters and compared performance of various Neural networks
• Proposed improvements based on current research and identified limitations
• Technologies: Python, TensorFlow, LSTM, GRU, Matplotlib

UFC Fight Outcome Prediction

Kaggle: UFC-Prediction

• Pre-processed UFC fighter data using Python, Pandas, and NumPy
• Developed a multiple linear regression model to predict winning probabilities
• Identified key influencing factors using feature importance analysis
• Technologies: Python, Scikit-Learn, Matplotlib, Regression

Online Retail Analytics

Kaggle: Retail-Analytics

• Conducted exploratory data analysis on an e-commerce dataset
• Generated visualizations to identify sales trends and customer behavior
• Provided actionable insights for business growth and inventory management
• Technologies: Python, Matplotlib, Analytics

Certifications

Machine Learning Specialization

Andrew NG

• Trained a neural network with TensorFlow for multi-class classification
• Utilized decision trees, random forests, and boosted trees for prediction tasks
• Built supervised learning models (linear and logistic regression) for prediction and binary classification
• Certificates: Advanced Learning Algorithm, Regression and Classification

Python and SQL Bootcamp

Jose Portilla, Udemy

• Mastered object-oriented programming (OOP) concepts and Python fundamentals
• Gained expertise in functions, decorators, and classes
• Learned PostgreSQL and pgAdmin 4 to execute advanced SQL queries
• Applied logical operators and SQL JOIN commands for complex data manipulation
• Certificates: Python, SQL

Technologies

Languages: Python, SQL, TensorFlow, PyTorch, C++
Technologies: Microsoft Excel, Scikit-learn, Pandas, NumPy, BeautifulSoup, Scrapy
Tools: Git, GitHub, MS Excel, Power BI, Tableau, Docker, Terraform