Swayam Waghchaure
product engineer / mumbai
Study / 01
Creation of Adam / 1512
Michelangelo / Creation of Adam
Detail: the hands / 1,117 marks
Detail / the hands
Scroll / introduction/ Introduction
Above / Michelangelo, Creation of Adam, 1512
Swayam Waghchaure.
Product engineer / Mumbai
Calm interfaces for noisy systems. I work across product, interface, and applied ML.
/ 01 — Selected work
03 projects / 2026
Selected
work.
Three projects. One thread: start at the failure state, then design the shortest path back to confidence.
- 01 YourNextBinge A D-pad-only Fire TV recommender that turns 83 titles and seven moods into five watchable picks, with a reason for every one.
- 02 Rogue Protocol A fault-versus-noise classifier for ship logs, tuned to 0.6832 validation F1 and shipped through a checker-gated submission path.
- 03 Quiet Check-in A local-first night-travel safety app that stays quiet while a trip is on track and wakes a contact only when a check-in is missed.
/ 02 — Profile
Mumbai, India / 2026
Calm interfaces
for noisy systems.
Engineering undergraduate in Mumbai, working where interface design meets applied ML. I build the calm layer over messy systems: a TV app that ends the scroll, a night-travel app that stays silent until something is wrong, and a classifier that separates real faults from noise.
Most of my attention goes to the last mile — the empty state, the failed upload, the one sentence that tells someone what to do next.
Read the résumé- Now
- Open to internships
- Education
- MIT Mumbai Engineering College
Expected Nov 2030 - Based
- Mumbai, India
19.0760° N, 72.8777° E
Toolkit
What I reach for
Interface
- React 19
- React Native
- Next.js 16
- TypeScript
- Tailwind CSS 4
TV
- Amazon Kepler 4.0
- Vega OS
- D-pad focus
- 960×540 layout
Data
- Python
- pandas
- NumPy
- scikit-learn
- HGB
- LogReg
- SVD
- TF-IDF
Practice
- Git / GitHub
- Jest + Testing Library
- ESLint
- Linux / Fedora
- Technical writing