The story, in plain words

Darkness to light.

I’m Aahil — a software engineer who learned the hard way that the only light is the one you carry. Here’s the honest arc, from no path at all to a seat in the arena.

The Wilderness

Three rounds of co-op applications. Zero interviews. The market was not the problem — I was. My resume was outdated, my prep was shallow, and the silence was the only feedback I needed.

The wilderness teaches you one thing: nothing gets handed to you. So I stopped waiting. Started feeding myself — projects, skills, reps — faster than I could process. Once I started, I couldn’t stop.

“Nothing gets handed to you. Once I understood that, I stopped waiting.”

The Forge

An unpaid co-op that taught me nothing except that I wasn’t going to learn anything waiting for someone else to teach me. So I co-founded LearnFlow with Allen Varghese — an idea born from studying across five disconnected tools. First version in a weekend. The moment it worked, something shifted. I’d made something real, from nothing. I wanted that feeling again. That was the first time the hunger showed up.

That became the machine. 30+ hour weeks on top of a full course load. Startup expo, pitch competition, faculty demos. An AI platform with six integrated systems and 150+ beta users — not from a launch, but from going back with something better every time.

“I won’t pretend it started with passion. It started with needing a job. At some point I stopped being able to stop.”

The World Stage

GitHub — Click Here !

With Team Relentless, we built something we believed in and threw it into one of the most competitive global hackathons in the world. Out of more than 11,500 projects submitted to the 2025 NASA Space Apps Challenge, ours was named a — placing in the top 1,290 teams worldwide and earning acknowledgment from NASA for the work.

What made it mean something was how we got there. One working weekend. An idea on Friday, a live production URL on Azure by Sunday — fully automated CI/CD pipeline, real data integrations, real users. We built AirCast — an AI-powered air quality forecasting platform pulling from NASA TEMPO satellite data, OpenAQ ground sensors, and OpenWeather APIs, generating 6-hour AQI predictions through an interactive geospatial map and a conversational AI interface. Zero to production in 48 hours.

Most people never find out if what they build can stand next to the best in the world. We found out. It can.

“Most people never find out if what they build can stand next to the best in the world. We found out. It can.”
04

The Arena

My first real corporate environment. They put me on a new org-wide AI initiative — a startup operating model inside a large enterprise. No traditional structure. Just build something real.

I co-built an AI analytics engine that turns fragmented security signals into prioritized action — not dashboards, reasoning. Specialized agents that understand organizational context and surface what actually matters. Then I shipped two internal AI tools that changed how the team operated: automated status updates, and a shared-intelligence layer that flags blockers without another meeting. Small tools. Real adoption.

The work reached senior leadership and got recognized for what it was. But I’m not done. I’m still in it. Still building.

“A year ago I had zero interviews. I’m not going to pretend I’m done — but I know now that I can.”

What I work with

  • React
  • TypeScript
  • JavaScript
  • Node.js
  • Python
  • Angular
  • Redis
  • PostgreSQL
  • GraphQL
  • REST APIs
  • LangChain and agentic AI systems
  • MCP tool integration
  • AI agent prompt engineering
  • CI/CD pipelines
  • Azure
  • System design
  • Performance optimization

Let’s talk

If you are building something that matters and you want someone who will figure out whatever needs figuring out — I am always open to a conversation.

Or play the story instead ▸
Aahil Afraz · Software Engineer
CLASSIFIED ARCHIVE · ACCESS GRANTED

THE VAULT

Every project that mattered. Proof the work was real.

6Projects
150+Users
11,500+Competed Against
48hZero to Production
🏆 NASA Global Nominee HACKATHON
🌍

AirCast

AI air-quality forecasting on NASA TEMPO satellite data. Zero to production in 48 hours.

My Role · Team Relentless Owned AI integrations and the data pipeline — cleaned and transformed NASA TEMPO + OpenAQ feeds into UI-ready outputs. Built the automated CI/CD that got us from idea to live prod inside 48 hours.
Azure CI/CD NASA TEMPO OpenAQ OpenWeather Geospatial AI
11,500+projects entered
top 1,290global teams
48 hrsidea → live prod
View on GitHub
📈 150+ Users PRODUCT
🧠

LearnFlow

AI-powered adaptive learning platform. Six integrated systems. Built in a weekend, iterated for months.

Co-Founded with Allen Varghese I built the AI pipeline layer — GPT-4 curriculum engine, Whisper audio processing, and OCR document ingestion, all wired together. Allen and I built everything in parallel across the full stack. He's now engineering at a California-based startup.
GPT-4 OCR Whisper Electron Supabase
150+beta users
30h/wknights + weekends
6integrated systems
View on GitHub
📈 Institutional-Grade PRODUCT
📈

StockAnalyzer

Type a ticker, get an institutional-grade report in seconds. I built the full stack — centrepiece being an agentic RAG system that chunks 80k+ chars of filings, transcripts, and insider flow into a coherent report automatically.

Built with Shyam Shah Former Goldman Sachs · Former UBS Wealth Management — he brought the domain knowledge that defined what to build. I built the system that builds it automatically.
Python FastAPI React Claude SEC EDGAR Finnhub Agentic Trading · Roadmap
10live data sources
12parallel fetches
80kchars of context
View on GitHub
⚡ Org-Wide Adoption ENTERPRISE

AI Analytics Engine

Multi-agent system that collapses fragmented security signals into one prioritized action surface. Deterministic scoring upstream of the LLM; agentic reasoning for context.

Co-built with an Engineer 5 I owned AI integrations, system prompt engineering, deterministic scoring logic, GraphQL APIs, and the full UI. The E5 brought architectural oversight. A co-op operating at staff-level scope.
Multi-agent AI Deterministic Scoring RAG GraphQL Python MCP Tools
Org-wideadoption
Seniorleadership sign-off
Co-opshipped this
Architecture shown · Implementation redacted
🤖 Real Adoption ENTERPRISE
🤖

AI Skills × 2

Automated cross-pod status updates and a shared-intelligence layer that surfaces blockers without another meeting. Two skills, both shipped, both in active use.

Sole builder · Co-op Scoped, built, and deployed both independently. Both skills in active use across engineering pods from day one.
AI Agents Automation Internal Tooling
2deployed skills
Activeuse across pods
0→prodsole builder
Outcome shown · Implementation redacted
🔒 Zero Data Exfiltration TOOL
🎙️

Transcriber

Most transcription tools upload your audio to the cloud. This one doesn't — and that's the whole point. Built for environments where data leaving your machine is unacceptable: legal, finance, healthcare, R&D, and any enterprise context where third-party transcription services are prohibited. Everything runs on your Mac.

Designed for confidential settings Legal · Finance · Healthcare · Internal R&D · Any context where third-party services are prohibited.
Python faster-whisper BlackHole Zero Cloud Enterprise-Safe macOS
100%on-device
0data exfiltration
Solobuilt it
View on GitHub
🎮 You're In It Right Now PRODUCT
🕹️

RELENTLESS

This site. A portfolio you can play — a top-down RPG that walks my real story through the dark with a torch — or read as a clean editorial bio. Built from scratch, no template.

Sole builder · Design + Engineering Designed and built end-to-end: the game engine, the narrative system, the editorial layer, and this vault. Every sprite and tile is generated procedurally at runtime — zero image assets ship with the game.
Phaser 3 Vite Vanilla JS Canvas Web Audio Procedural Art
2-in-1read · play
100%procedural art
0image assets
View on GitHub

What I work with

React TypeScript JavaScript Node.js Python Angular Redis PostgreSQL GraphQL REST APIs LangChain & Agentic AI MCP Tool Integration AI Agent Prompt Engineering CI/CD Pipelines Azure System Design Performance Optimization

Now that you've seen the work — read how it happened.

Read the full story →
Aahil Afraz Read the Story ↗