Data Analyst Intern Candidate with Python, SQL Skills

Dinil Raj

Ernakulam, Kerala

Ó +91-903******* R *************@*****.*** LinkedIn GitHub

EDUCATION

SCMS School of Technology and Management 2021-2026 Integrated Master of Computer Application (IMCA) Kochi, Kerala PROJECTS

Student Academic Performance Prediction Python, Pandas, Scikit-learn, Seaborn Dec 2025

• Performed exploratory data analysis on student behavioral and academic datasets to identify key factors influencing performance.

• Applied K-Means clustering to segment students into performance-based behavioral groups.

• Built a Random Forest classification model achieving high accuracy in predicting academic outcomes.

• Evaluated model performance using precision, recall, F1-score, and confusion matrix. Attendance Prediction Using Machine Learning Python, Scikit-learn Dec 2025

• Preprocessed structured dataset by handling missing values and encoding categorical variables.

• Implemented and compared KNN, Decision Tree, Naive Bayes, and SVM classifiers.

• Evaluated models using accuracy, precision, recall, and F1-score.

• Visualized model performance using confusion matrices and generated insights on attendance patterns. AI-Based Sports Performance Analytics W Python, MediaPipe, OpenCV, Firebase Oct 2025

• Developed an AI-driven sports analytics platform for talent identification and athlete performance evaluation.

• Extracted pose and biomechanical data using MediaPipe and OpenCV for movement analysis.

• Designed performance metrics to generate objective and data-driven athlete feedback.

• Built scalable backend pipelines for real-time analytics and decision support.

• View Project on GitHub

TECHNICAL SKILLS

Languages: Python, SQL, JavaScript

Data Analysis: Pandas, NumPy, Data Cleaning, Exploratory Data Analysis (EDA) Artificial Intelligence & Machine Learning: Supervised Learning, Unsupervised Learning, Classification, Regression, Clustering (K-Means), Random Forest, KNN, SVM, Feature Engineering, Model Evaluation Computer Vision: MediaPipe, OpenCV, Pose Estimation, Biomechanical Analysis Visualization: Power BI, Tableau, Matplotlib, Seaborn, Advanced Excel Databases: MySQL, MongoDB, Firebase

Tools: Git, VS Code, Linux

ACHIEVEMENTS

• Secured Top 4 Position in Inter-College Hackathon corganized by MES College Marampally

• Secured 2nd Position in Inter-College Hackathon organized by KMEA College of Arts and Science

• Secured 2nd Position in Inter-College Hackathon organized by Rajagiri College of Social Sciences

• Secured 3nd Position in Inter-College Hackathon executed by Cochin Arts and Science

• Shortlisted for startup pitch event TiE U 2025, organized by TiE Kerala CERTIFICATIONS

• Power BI

• Machine Learning

EXTRACURRICULAR

• Conducted a basic offline workshop on GitHub for junior batch on 13th June 2025

• Served as Captain of the College Football Team – SCMS College, Kochi

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