ML + Full-Stack Engineering
Scratcher
A full-stack ML app that turns raw mouse-session video into quantified scratching data — one click from detect to publication-ready figures.
FastAPIYOLOv11PyTorch+1
Aman Chandra
Hello, I'm
Aman Chandra H.
An undergraduate trying to build machine learning that's actually useful — mostly in healthcare. Still learning, always building.
Currently
Research Intern · IISc Bangalore
Co-Founder · Panda Scoop
About Me
Aman Chandra H. Aman Chandra H.
Undergraduate student pursuing a BTech in CSE at RV University. These days I'm interning at the Centre of Neuroscience, IISc Bangalore — mostly working on machine learning, and learning plenty along the way.
I co-founded Panda Scoop, have worked on ML pipelines for patient-safety evaluation, and enjoy building full-stack products end to end. I think the GenAI era rewards curiosity — anyone willing to learn can build almost anything.
Education
BTech in CS · RV University
Interests
Clinical AI · Neuroscience · Calibration Theory · Full-Stack Dev
Based In
Bengaluru, India
What Drives Me
Building AI that clinicians can trust — reliable, calibrated, and actionable.
About
Skills Matrix
- KeyPeriodic table38 elements07 families
Hover an element to read it, double-click to open.Tap an element, tap again to open.
- 01PyPython
- 02CC
- 03CpC++
- 04JvJava
- 05JsJavaScript
- 06SqSQL
- 07PtPyTorch
- 08TfTensorFlow
- 09SkScikit-learn
- 10XgXGBoost
- 11LgLightGBM
- 12PdPandas
- 13NpNumPy
- 14LsLSTM
- 15SoSOFA / APACHE
- 16EcECE & Brier Score
- 17ShSHAP
- 18IrIsotonic Regression
- 19LcLangChain
- 20CrChromaDB
- 21OlOllama
- 22HfHugging Face
- 23StSentence-Transformers
- 24ReReact.js
- 25NoNode.js
- 26ExExpress.js
- 27HtHTML5
- 28CsCSS3
- 29FbFirebase
- 30GcGoogle Cloud
- 31AsApps Script
- 32GtGit
- 33GhGitHub
- 34DkDocker
- 35LxLaTeX
- 36MyMySQL
- 37MgMongoDB
- 38ArArduino
Skills
Featured Projects
02Full-Stack + RAG
NOMOS
A privacy-first RAG legal-QA system for Indian statutory law — cited, jurisdiction-specific answers with fully local inference.
ReactFlaskLangChain+1
03Entrepreneurship
Panda Scoop
An early-stage startup focused on innovative solutions.
Business PlanMarket ResearchStartup
04IoT and Research
IV Bag Monitoring System
IoT-based remote monitoring system for intravenous fluids.
IoTHealthcareResearch
05Full-Stack Development
Eventify
A comprehensive event management platform — create, host, ticket.
ReactMongoDBNode.js
06Full-Stack Engineering
Strumrr
A full-stack guitar practice platform — daily logging, streaks, heatmaps, and instructor video feedback with browser-side compression.
React Router 7HonoTurso+2
07Machine learning
Genreize
A music genre classification platform using HuBERT transformer model.
PyTorchTorchAudioDeep Learning
08Full-Stack / Tooling
PlotLab
A no-code, offline scientific figure generator — spreadsheet in, journal-ready plots out.
PythonFastAPImatplotlib
In Progress09Full Stack Development
Outreach Portal
An internal AI-powered guest handling & request system for a large-scale fest.
ReactMongoDBNode.js
Work
Professional Journey
- Research
- Industry
- Position of Responsibility
- Venture
DepartingVenture
PPAANNDDAA SSCCOOOOPP 22002244
Departing: Panda Scoop, 2024- 2024
- Venture2024 — Present
Co-Founder
Panda Scoop
Co-founded early-stage startup; Grand Finale Winner, Manthan 2024 (FKCCI); Runners Up at Idea2POC Elevate.
- Research2024
Research Intern
Centre of IoT and Edge Computing · RV University
Designed a real-time IV fluid monitoring system using non-contact capacitive sensors; integrated with IoT platform for centralised alerting (published in Springer CCIS).
- 2025
- Position of Responsibility2025
Event Head, Generative AI
Margazhi 2025
Organised GenAI track with 300+ participants and featured top AI artists in India.
- Position of Responsibility2025
Super-Coordinator, Outreach
Paradox 2025
Led departmental tech efforts and volunteer management for a large-scale flagship fest.
- Position of Responsibility2025
Head of Technicals and Outreach
The Representatives Club
Leads the club's technical work and its outreach.
- Industry2025
Machine Learning Intern
Ganglia Technologies Pvt. Ltd. · Incubated at MAHE
Developed clinical severity detection pipelines; conducted literature surveys for review papers; backend dev + API integration for applied ML in healthcare.
- Industry2025 — Present
Freelance Web Developer
Independent
I design and build responsive, interactive websites end to end — front end, back end and database — and make heavy use of AI tooling to ship them faster.
- 2026
- ResearchMay 2026 — Present
Research Intern
Barik Labs, Department of Neuroscience · IISc Bangalore
Research at the intersection of neuroscience and AI at one of India's premier research institutions.
Today
Still running: Freelance · IISc Bangalore
Journey
Ready to collaborate? Ready to collaborate?
Let's Connect Let's Connect
Available for opportunities
Aman Chandra H.
Bengaluru
Bengaluru
Let's talk