About
Highly analytical and results-driven Bachelor of Technology student specializing in Machine Learning, Data Science, and Full-Stack Development. Proven ability to design and implement end-to-end ML pipelines, interpret complex datasets for strategic insights, and develop scalable web applications. Eager to leverage strong problem-solving skills and technical expertise to drive innovation in a dynamic tech environment.
Work
New Delhi, Delhi, India
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Summary
Analyzed extensive Google Play Store and retail sales data to identify market patterns, optimize strategies, and enhance customer personalization through data-driven insights.
Highlights
Interpreted Google Play Store data to identify critical market patterns through advanced data visualization and cleaning techniques.
Explored retail sales data via Exploratory Data Analysis (EDA) to reveal key trends, directly aiding stock and promotion strategies.
Formulated clustering models for user segmentation, driving better personalization in e-commerce marketing initiatives.
Kolkata, West Bengal, India
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Summary
Developed and deployed real-time machine learning solutions for fraud detection, churn analysis, and spam filtering, enhancing operational security and customer retention.
Highlights
Developed a real-time fraud detection pipeline using Logistic Regression and Random Forest, reinforcing transaction safety and integrity.
Built predictive models for churn analysis leveraging SVM and Gradient Boosting, enabling strategic customer retention initiatives.
Implemented robust spam detection mechanisms utilizing NLP techniques (Naive Bayes, SVM) to effectively filter unwanted messages and improve user experience.
Awards
Institute Rank 434 on GeeksforGeeks
Awarded By
GeeksforGeeks
Attained an institute rank of 434 on GeeksforGeeks, reflecting proficiency in coding and algorithms.
Leetcode Rank under 2,75,000
Awarded By
Leetcode
Secured a Leetcode rank under 2,75,000, demonstrating strong problem-solving skills.
AIR 310 in JEE B. ARCH Exam
Awarded By
JEE (Joint Entrance Examination)
Achieved All India Rank 310 in the JEE B. ARCH Exam, showcasing exceptional aptitude.
Skills
Programming Languages
Python, R, C++, PHP, HTML/CSS, JavaScript.
Frameworks & Tools
TensorFlow, Keras, Scikit-learn, Pandas, NumPy, Matplotlib, Seaborn, Streamlit, Node.js, Express.js, React.js, PyTest, YAML, OpenAI GPT-4 API, Judge0 API, Vercel, Heroku/Render, Microsoft Office Suite.
Databases & BI Tools
MySQL, NoSQL, SQL Server, MongoDB, Power BI, Hadoop.
Developer Tools
GitHub, VS Code, Anaconda.
Development Methodologies
DSA, OOPS, Agile, Waterfall, Scrum, SDLC (Software Development Life Cycle), ETL/ELT Pipelines.
Soft Skills
Leadership, Communication, Team Collaboration, Problem Solving, Strategic Thinking, Multitask, Analytical Thinking.