Skip to content
View manasmehra-rgb's full-sized avatar
🤡
CS & statistics | Data Science & Machine Learning
🤡
CS & statistics | Data Science & Machine Learning
1 follower · 5 following

Block or report manasmehra-rgb

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
manasmehra-rgb/README.md

Hi, I'm Manas Mehra!

A little more about me…

I’m a double major in Statistics & Data Science and Computational Mathematics at UMass Amherst, focused on building practical systems in machine learning, data analysis, and applied software engineering.

I’ve worked on end-to-end data science and ML projects, including publication-grade statistical modeling of 1,200+ NCAA Division I football games, deploying a breast cancer recurrence prediction app, and implementing reinforcement learning algorithms from scratch. I care about clean data pipelines, rigorous modeling, and reproducible results.

On campus, I’m one of 25 selected Peer Mentors, supporting hundreds of first-year students through academic mentoring and community programs.

Currently, I’m deepening my skills in ML systems, statistical modeling, and data-driven applications while preparing for roles in AI, data science, and quantitative tech.

Outside of tech, I follow Basketball (Celtics all the way ☘️), love Chess ♟️, and solve linkedin puzzles 🧩. I geek out on anime sometimes.

Languages

Python Java JavaScript TypeScript HTML5 CSS3

Frameworks & Data

MySQL scikit-learn pandas

Tools & Platforms

Visual Studio Google Colab Git

Pinned Loading

  1. Crewlytics Crewlytics Public

    Architected an automated resource optimization platform that identifies team bottlenecks and suggests reassignments using a custom TypeScript matching algorithm

    TypeScript 1

  2. tic-tac-toe-learning-agent tic-tac-toe-learning-agent Public

    Reinforcement learning agent implementing MENACE to learn optimal Tic-Tac-Toe strategies

    Jupyter Notebook 1

  3. breast-cancer-predictor breast-cancer-predictor Public

    Supervised machine learning model for breast cancer recurrence with class imbalance handling and performance evaluation

    Jupyter Notebook

  4. fanPower-mls fanPower-mls Public

    Regression-based analysis of MLS attendance and home-team performance using match-level data

    Jupyter Notebook

  5. 2D-percolation-simulation 2D-percolation-simulation Public

    Computational simulation of 2D site percolation to study phase transition behavior

    Jupyter Notebook

  6. cryptogram-decoder cryptogram-decoder Public

    A cryptogram solver that uses statistics, language patterns, and randomness to uncover hidden messages

    Jupyter Notebook