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Vish2BDev/README.md

Vishal Bhandari

Product Designer · Full-Stack Builder · AI Orchestrator · Product Data Scientist

I build for myself first - it ends up solving everyone's problem.

Currently Building

SVCan Build - execution OS for solo builders (tools, community, AI-native automation). Pre-launch, building in public from here on. -> svcanbuild.com

Recognition

  • Top 50 of 3,000+ participants, IIT Madras Kaggle challenge (ensemble ML, cinema audience forecasting)
  • Founded the first-ever regional fest in IIT Madras BS history (Ekatva, Jan 2025 - 230+ attendees, 4.4/5 rating)
  • Recovered 72-100L INR in annual value for a retail client through applied ML (BDM Capstone)
  • MIT xPRO certified - Building AI Products & Services

Chronicles

Long-form writeups on what building these actually looked like:

  • Ekatva - founding a fest with zero blueprint
  • Pravaha - running a 600-member dance society
  • IIT Madras - the non-traditional path here

Selected Work

Pinned below. Shipped systems, not just notebooks:

  • production hospital management system, sub-200ms, real-time bed mapping
  • retail analytics that recovered real money for a real client
  • ML ensemble that placed top 50 of 3,000+
  • a campus placement portal live IITM students actually use
  • privacy-first healthcare AI, research phase

Philosophy

Most valuable place on Earth is a graveyard - full of unimplemented ideas. Perfection doesn't evolve ideas. Exposure does. This is the journey from crude to diamond.

Random facts
  • Homeschooled through 10th and Intermediate
  • Became TA for the same course (BSCS1002, Python) that changed my trajectory
  • Entrepreneur mind. Athlete body. Artist soul.
  • Currently: AI-native product engineering and GTM

Elsewhere

Portfolio · LinkedIn · Twitter/X · vish2bdeveloper@gmail.com

Popular repositories Loading

  1. Tds-project2-Barcelona Tds-project2-Barcelona Public

    Jupyter Notebook

  2. TDS-Project2 TDS-Project2 Public

    Python

  3. VAce_Quiz_App-V1 VAce_Quiz_App-V1 Public

    Full-stack quiz platform built with Flask & Vue

    HTML

  4. MAD-2-Project_HMS MAD-2-Project_HMS Public

    Medflow HMS - production-grade hospital management system. Real-time bed mapping, conflict-free scheduling, RBAC, async job queues. Sub-200ms response times.

    Python

  5. Project-Silent-Guardian Project-Silent-Guardian Public

    TypeScript

  6. cinema-audience-forecasting cinema-audience-forecasting Public

    Production ML pipeline — predicting daily Indian cinema attendance across 337 theaters. LightGBM + XGBoost + CatBoost + Prophet stacking ensemble. Val R2 0.354 -> 0.79 (+124%).

    Python