I’m Jayanth, a B.Tech CSE student who treats side projects like mini products. Most weeks I’m either building ML prototypes, refining web dashboards, or scripting away repetitive campus chores—then documenting everything so it’s reproducible.
I keep a tight feedback loop between coursework and GitHub. Every concept eventually becomes a CLI, dashboard, or ML demo that someone else can fork. Clean READMEs, reproducible pipelines, and thoughtful automation are the through-lines across everything I ship.
A balanced stack for prototyping quickly and maintaining projects long after demo day.
Hands-on learning through hackathons, research symposiums, and student initiatives that forced me to ship fast.
Refining ML pipelines, workflow bots, and the public profile around them—aiming for hosted, user-ready builds.
Built YOLO detections, skin-cancer CNNs, and started caring about deployment, GitHub automation, and clean docs.
React dashboards, first freelance-style briefs, and a DSA notebook that keeps interview prep honest.
Python, C, and automation scripts for friends—discovering how fun it is to solve tiny annoyances with code.
Selected builds that combined research, UX, and code while balancing college deadlines.
CNN-based HAM10000 workflow with proper preprocessing, training scripts, and documentation for reproducible results.
End-to-end NLP project that cleans text, vectorizes with TF-IDF, and evaluates multiple classifiers with clear metrics.
Neat React/Tailwind experience that mirrors this site’s tone, complete with responsive layouts and deployment steps.
Revision-friendly notebook of patterns, notes, and multi-language solutions used for interviews and mentoring juniors.
I’m available for internships, freelance prototypes, and collaborations with student clubs or early teams. Share the brief and I’ll respond with timelines, ideas, and next steps.