Rudransh - Developer Portfolio

About Me

Hello! I'm Rudransh, a final-year Computer Science and Engineering student at the Indian Institute of Technology, Roorkee. With a strong interest in Machine Learning, Deep Learning, Cryptography, and Competitive Programming, I enjoy applying my skills to solve real-world problems. Over the years, I've worked on diverse projects ranging from database optimization to blockchain applications.

Internships

Software Engineer Intern - Graviton Research Capital LLP

• Role: Worked on optimizing databases, externalization, and enhancing system performance. Focused on streamlining server-level authentication and authorization.
• Outcome: Received a Pre-Placement Offer (PPO).

Key Projects

1. Ball by Ball Analysis of IPL

• Description: Developed a predictive model using Logistic Regression, SVM, Decision Tree, and XGBoost for IPL match analysis. Expanded the dataset with CopulaGAN, CTGAN, and TVAE, achieving an accuracy improvement from 87% to 89%.
• Tech Stack: Python, PyTorch

2. Heart Disease Prediction

• Description: Built a neural network model with synthetic data generation for heart disease prediction. Implemented k-fold cross-validation to boost model performance.
• Tech Stack: Python, PyTorch

3. Cricket Betting dApp

• Description: Leveraged blockchain for a betting dApp with a custom prize distribution algorithm. Created an intuitive UI and deployed on a test network.
• Tech Stack: React, Solidity, Web3

4. TradingLab

• Description: Designed a risk-free trading simulation platform for beginners with stock analysis features like PnL, bookmarks, and trade simulation.
• Tech Stack: Python Django, React, Yahoo Finance API

Skills

• Languages: C/C++, Java, Python, Bash
• Technologies: Git, Linux, Docker
• Competitive Programming: CodeForces, CodeChef, AtCoder

Awards and Recognitions

• ICPC 2023: Qualified for the ICPC World Finals 2024 with top 5 ranks in regional rounds.
• Competitive Programming: Achieved global ranks in CodeChef Starters, CodeForces rounds, and AtCoder contests.
• Scholastic: Secured top ranks in JEE, KVPY, NTSE, and national Olympiads.

Contact

• Email: [email protected]
• LinkedIn: LinkedIn Profile