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muneer320/README.md
Muneer Alam. Backend Systems, AI Engineering, Developer Tools What I build

Portfolio LinkedIn Email PyPI


CS student at Scaler School of Technology (Batch 2029) & BITS Pilani (B.Sc. CS) · Bengaluru, India
Co-founder at ParaPixel DigiServices

Backend

FastAPI on Postgres and Redis,
with the schema work to match.

152 endpoints and 41 migrations
in one production system
AI Systems

LangGraph multi-agent pipelines,
ONNX inference, and fallback
chains that keep a run alive
when a provider goes down
Developer Tools

Packages on PyPI with a frozen
public API, a deprecation policy,
182 tests, and contributors
I have never met
Shipped

An event platform 2,000 people
walked through, two packages
strangers install, and 4 hackathons
I went home having won

Selected work


IIT Ropar · ANNAM.AI × Syngenta × Google

Crop decision support for Indian farmers. Ask by typing, voice, or photo, in Hindi, Marathi, Punjabi, Telugu or English, also over WhatsApp. Day-by-day water plans in litres for that field, live mandi prices, field cost records.

189 commits in 36h   61 API operations   312 tests
155 schemas          49 paths            5 languages

Unknown is never rendered as zero. Not a slogan: Measurement.value is required and nullable with a missing_reason, blocked and unknown are separate reason codes, and a ponded paddy returns null depletion because it does not have any.

Python TypeScript FastAPI Docker


built over a term, load-bearing on event day

Operational backbone of a college techfest. QR check-in, participant sync, role-based admin tiers, AI-tagged photo gallery, gamified coins economy, real-time leaderboards, hackathon submissions and more.

77,000+ LOC     152 API endpoints    299 commits
41 migrations   37 DB tables         31 services

FastAPI React PostgreSQL Redis Supabase

Local-first crash diagnostics for Python. Captures the full exception chain, locals at every frame, and thread state, then writes a structured report with automatic secret redaction. CLI viewer and HTML renderer included. No cloud, no telemetry.

Shipped v1.0 → v2.0 with a frozen public API, formal deprecation policy, and a migration framework. Released from GitHub Actions via Trusted Publishing (OIDC).

182 tests · CI on Python 3.9–3.13 · MIT · pull requests from contributors I have never met

pip install safedump

AI co-pilot for hackathon teams. Compresses the first 6–10 hours of a hackathon into 10–15 minutes.

A numbered specialist pipeline on LangGraph:

challenge intel → research → competitor analysis → decision journal → idea generation → solution architect → docs

An LLM fallback chain keeps a run alive when a single provider goes down.

FastAPI Next.js LangGraph Supabase

Git assumes line-oriented text. Research artifacts are not. ReGit rebuilds version control around them:

  • Content-addressed immutable artifacts
  • Semantic per-type diffing, three-way prose merge
  • CRDT concurrent editing
  • Typed provenance: claim → commit → artifact → source

Python FastAPI TypeScript

Tracks visual change across photos taken over time using an ordinary phone camera rather than clinical imaging. It surfaces differences between sessions, it does not diagnose, and it is not a medical device.

MobileNetV3 exported to ONNX Runtime, per-session PIN gating on image access, Sentry monitoring. Self-hosted on an Azure VM over HTTPS via a Tailscale funnel.

PyTorch FastAPI React Azure

More projects & open source contributions

      C L I C K   T O   E X P A N D      

More of my projects

Project What it is Stack
MeraWard Civic accountability for Delhi's 250 municipal wards. A dropped pin resolves your ward and councillor; voice, photo or text becomes a formal complaint drafted in Hindi and English, routed to the right office and tracked on a public neglect index. Two days at First Commit (WeMakeDevs x AWS). 23 of the 32 commits are mine
live · repo lives on a teammate's account
Python React AWS
RhinoBox Multi-modal storage engine. One API, auto-categorisation, dedup, PostgreSQL/MongoDB routing, three-level caching Go PostgreSQL MongoDB
GitGuild Prediction markets for GitHub PRs with bonding-curve pricing. 3rd place, BlockTrain Next.js Solidity
iffy.ai "What if?" scenario explorer: ripple effects, trade-offs, timelines and stakeholder debate across society, business and tech. Top 7 of 350+ teams at ProdX @ NAVERA '26
archived on my second account
TypeScript
BOOP Puzzle-book generation pipeline. A CLI that grew into a web app; my most-starred repo Python FastAPI
teams-clone Microsoft Teams clone built as a reinforcement-learning environment with a Gym-style API Python React
Oratio Real-time AI debate arena. WebSocket rooms with LLM judge scoring FastAPI React
codelines Parallel lines-of-code counter, git-aware, Rich TUI. On PyPI Python
Rinse Swipe-to-clean gallery app, fully on-device React
Finity Fintech gamification. Paper trading simulator, AI coach, micro-courses FastAPI React
CPStats API Aggregated competitive-programming ratings across 4 platforms, cached FastAPI Docker

Open source contributions

Work merged into other people's repositories.

Repository What I contributed
DFanso/commit-msg 6 merged PRs. Added a unified LLM provider interface, a Groq provider, secret scrubbing so credentials never reach the model, an interactive review flow, and test coverage for git change detection Go
Women-Devs-SG/bibsnbub Fixed search-bar caret auto-selection swallowing the first character typed TypeScript
Reinforce-SST/Reinforce_Club-SST Contributed a gesture-controlled stickman hook script to the college RL club repo Python
aavvvacado/Hand-sign-Cricket Built the AI opponent: difficulty levels and pattern learning against the player Dart
thewildofficial/MammothBox 3 merged PRs. Restructured it into a monorepo and built the JSON processing system with SQL/JSONB decisioning Python
Ascent-2026/ascent 9 merged PRs on the fest's public site: retro TV shell, modular controls, mobile navigation, leaderboard polish TypeScript

Track record

4×


Hackathon
Winner

Finalist


HACK CORE 2026
IIT Ropar

Top 7


ProdX @ NAVERA '26
of 350+ teams

3rd


BlockTrain
Devfolio

Top 50


CodinGame
Clash of Code, global

2024


Intel Software
Innovator

Organizing crew at Meta PyTorch OpenENV, India's largest GenAI/RL hackathon
Winner at Smart Delhi Hackathon · Two packages published on PyPI


Stack

Languages

Python, TypeScript, JavaScript, Go, Dart, Lua, Solidity, Bash

Backend & Data

FastAPI, Flask, Node.js, Express, PostgreSQL, Redis, MongoDB, Supabase, SQLite
SQLAlchemy · Alembic · Pydantic · WebSockets · PLpgSQL

Frontend

React, Next.js, Tailwind, Vite, Astro, Flutter
React Native · shadcn/ui · Framer Motion

AI / ML

PyTorch, TensorFlow, scikit-learn, OpenCV, Anaconda
LangGraph · ONNX Runtime · Hugging Face · NumPy · Pandas · llama.cpp · multi-provider LLM pipelines (OpenAI, Gemini, Claude, DeepSeek, Groq)

DevOps & Cloud

Docker, GitHub Actions, Nginx, Vercel, AWS, Azure, Google Cloud, Postman
Supabase · Tailscale · Modal · Hugging Face Spaces · Sentry · uv

Environment

Arch Linux, Linux, Windows, Neovim, VS Code, Git
Hyprland · tmux · PowerShell

Currently

Yugaantar 2026

Technical Team, Scaler's annual fest platform
AgriSense

Finalist build shipped inside the sprint. Deployment and agronomist sign-off are what stand between it and real farmers
Hermes / HKV

Entity store, event log, and projection layer behind a personal knowledge system
ParaPixel DigiServices

Client platforms in production. Co-founded April 2025

Activity

Profile summary Stats Top languages by repo Top languages by commit Commits by hour of day



Pacman contribution graph

27 public repos · 60 stars · 13 forks · 2,401 contributions · 79 PRs opened (12 mo)
By bytes: JavaScript 48% · Python 20% · TypeScript 13% · Go 12% · CSS 4% · HTML 1%
Verified against the GitHub API on 02 Oct 2026 by this workflow, not a third-party stats service.

I moved the older experiments to @muneer406 and deleted most of the rest. What is left here is what I still stand behind.

Pinned Loading

  1. BOOP BOOP Public

    Create a complete puzzle book with hundreds of puzzles from start to end in a single click!

    Python 16 3

  2. safedump safedump Public

    Local-first crash diagnostics for Python. Capture full debugging context, redact secrets, and inspect crashes offline.

    Python 5 5

  3. RhinoBox RhinoBox Public

    Intelligent multi-modal storage engine. Accepts any data through one API, auto-categorizes, deduplicates, and routes to optimal backend — PostgreSQL for relational, MongoDB for documents.

    Go 4 1

  4. exHacker exHacker Public

    From idea to production-ready project blueprint in under 30 seconds. AI-powered product studio with research, architecture, planning, and export.

    Python 1

  5. annam-iitrpr/TeamUnderdawgs-Agrisense annam-iitrpr/TeamUnderdawgs-Agrisense Public

    Crop decision support for Indian farmers. Voice, photo and WhatsApp input across 5 languages, per-field water plans in litres, live mandi prices, and season-close evaluation. Built at HACK CORE 2026.

    Python 1 1