Dheeraj Ega

Motivated B.Tech Computer Science (AIML) student at CMR Engineering College with hands-on experience in full-stack development, React Native, Flutter, and machine learning models. Seeking an internship or entry-level role to apply strong technical skills across mobile and web platforms, build scalable solutions, and contribute to impactful real-world projects.

Short Video Popularity Prediction Using Deep Learning (2025-12 – 2026-02)

• Built hybrid ML ensemble (GBR + MLP + CNN) for short video popularity prediction.
• Engineered data pipeline with TF-IDF, log transformation, and categorical encoding.
• Developed Flask app with user auth, SQLite storage, and real-time ML inference.
• Designed modular architecture separating preprocessing, training, and prediction for scalability.
• Predicted video popularity using only pre-upload metadata, eliminating post-publication data dependency.

Hosting a Dynamic Website Using AWS EC2 (2025-03 – 2025-05)

• Deployed full-stack Travel Management System on AWS EC2 using PHP, MySQL, and Apache.
• Ubuntu server with SSH, SCP, and AWS Security Groups for secure access.
• Built user authentication and booking system with role-based access control.
• Developed admin dashboard for managing bookings, users, and system data.
• Maintained codebase using Git version control with structured branching and deployment workflow.

Real Estate Price Prediction Using Regression Analysis (2024-10 – 2024-12)

• Built Linear, Ridge, Lasso, and Polynomial regression models to predict housing prices.
• Applied preprocessing including missing value imputation, one-hot encoding, and outlier detection.
• Improved model accuracy through feature selection and normalization on historical housing data.
• Evaluated models using R2, MAE, RMSE, and MSE for performance benchmarking.

B.Tech in Computer Science (AI&ML) – CMR Engineering College (2022-11 – 2026-05)

MPC – Apical Junior College (2020-02 – 2022-03)

– Montessori High School (2020)