- Built a production agentic pipeline to reduce issuer onboarding times to the Visa Accept platform, supporting 80+ users
cs student / texas a&m
Chinmay
Mangalwedhe
CS student at Texas A&M working on machine learning, cybersecurity, and full-stack apps.
working with _
about
A bit about me outside the resume bullets.
I'm a CS student at Texas A&M. Most of my time goes into machine learning, cybersecurity research, and building web apps people actually use.
Right now I'm doing malware research at A&M and helping maintain the Cybersecurity Club's site and Discord bot (100+ members). I've also led a 30-person team at an HPE program and was president of my CS club. I speak English, Hindi, and Kannada.
I care about getting better at ML, security, and building things that actually work. Outside of school and code: working out, hanging out with friends and family, and sharpening my skills.
skills
What I use day to day. Or open the terminal and poke around.
work
Research, club work, and a summer internship.
- Keeping the club's Next.js site running for 100+ members
- Helping with a Discord bot + REST API in Python 3.12
- OAuth, database stuff, and deployment configs
- Building ML models that generate YARA rules from malware samples
- Using NLP and pattern recognition to improve classification
- Working with faculty on automated threat detection
- Led project management in a rapid-response simulation
- Directed 4 teams of 30 members under tight deadlines
- Delivered MVP using Python, in-house APIs, and GitHub
projects
Click a row for screenshots and details.
StockVision
LSTM model that took prediction accuracy from 47% to 92%, with login and a live dashboard.
Recruiter Performance Analyzer
Random forest model for analyzing performance across 127 recruiters.
Sentiment Analysis Dashboard
BERT model for browsing sentiment in Yelp reviews.
Final Exam Exemption Website
Django site with grade tracking and student logins for 87 students.
Handwritten Digit Recognition
Neural net on MNIST — about 97–98% accuracy.
Connect Four Minimax AI
Minimax AI that can beat a few of the bots I tested it against.
Sudoku Solver
GUI that solves Sudoku boards with backtracking and shows each step.
Fractal Viewer
Java app for zooming around Mandelbrot and Julia sets.
Planet Simulator
Pygame sim of planetary orbits with basic physics.