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Hi, I'm Aeman

Full-stack engineer stepping into the world of AI.

5 years shipping production systems end-to-end, from architecture and AWS infrastructure to the code clients actually use. Now building on the AI side too.

View my work Get in touch

01 · Approach

Two sides of how I build.

Input in. Reliable answer out.

AI isn't one tool. It's a spectrum: rule-based logic handles what's exact, classical ML and NLP handle what's structured, and generative reasoning only steps in where real judgment is needed.

User Input

Deterministic Check

Classical ML / NLP

Generative Reasoning

Adaptive Output

Scikit-learnPyTorchspaCyClaude APIRAG

02 · About

Full-stack engineer with 5 years of experience across full-time and contract engagements, owning products end-to-end, from architecture through deployment, DevOps, and ongoing client support. I've built a multi-tenant SaaS platform for agricultural businesses, a telecom franchise management system, a gaming platform serving 400K+ users, and a healthcare communication platform used by major US health systems. I recently completed a Master of AI and Machine Learning, building a full-stack AI tutoring platform as my capstone that combines deterministic verification with LLM-based classification. I use AI tools like Claude Code to move fast, while keeping my own judgement on anything that decides whether the result is actually good.

Blair Athol, SA

03 · Skills

Frontend

AngularReactHTML5CSS3Tailwind CSS

Backend

Node.jsNestJSExpress.NET (C#)PHPStrapiLaravel

Cloud & Tools

AWS (EC2, S3, SQS, Lambda)Azure (Data Factory)DockerApacheLinuxGitCI/CD

API & Integration

REST API designOAuth/SSOStripeThird-party SSO integration

Security & Auth

RBACJWT authenticationData encryption basicsHIPAA-compliant data handling

Databases

PostgreSQLMySQLSQLiteSequelizeTypeORM

Testing

JestUnit & integration testingData quality validation

AI & ML

Claude CodeAnthropic Claude APIGoogle Gemini APIPyTorchTensorFlow/KerasScikit-learnHugging Face TransformersspaCyNLTKRAG

Languages

TypeScriptJavaScriptC#PHPPythonSQL

04 · Experience

Where I've shipped.

LOG_001ACTIVE

Full-Stack Developer (Freelance)

EastDevs

Remote · Aug 2024 – Present

// Highlights

01Continued freelance work with EastDevs alongside my Master's: feature work on Fawkes Games (400K+ users) and a client's video analytics platform.
02Upgraded the video analytics platform's TypeScript, Angular, Node.js, npm, and TypeORM to current versions, resolving breaking changes along the way.
03Now building user authentication and preparing the platform for production.

TypeScriptAngularNode.jsTypeORMnpm

LOG_002COMPLETED

Software Engineer

EON Health

Lahore, Pakistan · Aug 2022 – Jul 2024

// Highlights

01Built EON Engage's CM integration from scratch: an Angular/NestJS patient outreach system used by LifePoint, UCHealth, and other major US health systems.
02Built REST APIs and PostgreSQL schemas for real-time patient data, plus OAuth auth for the provider dashboard and fixes for recurring integration issues.
03Containerized backend services with Docker as part of the team's standard deployment process.
04Turned business requirements into shipped features end-to-end: code review, testing, docs, and CI/CD in a regulated healthcare environment.
05Migrated patient, provider, and clinical data from hospital systems into EON Health's schema without data loss.
06Ran in Agile Scrum: sprint planning, stand-ups, reviews, and retros.

AngularNode.jsNestJSPostgreSQLAWS

LOG_003COMPLETED

Full-Stack Developer (Contract)

EastDevs

Lahore, Pakistan · Jul 2019 – Jul 2022

// Highlights

01Architected and built three production platforms from scratch: a multi-tenant agro SaaS product, a telecom franchise system, and a gaming platform serving 400K+ users.
02One of seven people steering a small startup: designed solutions before building them, end to end, without waiting to be told what's next.
03Worked directly with clients across healthcare, telecom, and e-commerce, shipping full-stack products and maintaining them long after launch.
04Owned infrastructure for every client deployment: server setup, hosting, SSL, and ongoing bug fixes and feature work.
05Upgraded TypeORM, Angular, npm, and Node.js across a client video analytics platform to keep it on secure, supported versions.

PHPMySQLNode.jsReactJavaScriptApacheLinuxDocker

05 · Projects

Selected work.

PROJ_001LIVE

EON Health: Communication Management

I built the Communication Management (CM) integration inside EON Engage, a trigger-based patient outreach system used by major US health systems. Not the marketing site itself, but the platform it belongs to.

// WEBSITES

PROJ_002IN PROGRESS

$Attempt-Aware AI Math Tutor$

Attempt-Aware AI Math Tutor

My AI/ML capstone: a full-stack tutoring platform with a two-layer answer-evaluation pipeline combining deterministic verification with LLM classification. Designed and built end-to-end.

// WEBSITES

PROJ_003LIVE

Fawkes Games

A game studio platform where players discover and play original titles, the public site in front of the Fawkes Games platform I helped build.

// WEBSITES

PROJ_004LIVE

Pashma Khan

A fashion e-commerce storefront with product search, cart, and checkout for delivery or pickup, backed by an integrated payment gateway.

// WEBSITES

PROJ_005LIVE

Artductive

A dual-specialty creative studio site for game art and children's book illustration, two distinct brand worlds under one portfolio. Designed and built end-to-end.

// WEBSITES · DESIGNS

PROJ_006LOCAL DEMO

Sports Video Analyser

Built for an Australian sports client: analysts code match events against synced footage for Rugby League and Football, then export highlight reels as watermarked MP4 or XML/JSON. Running locally for now, with auth and public hosting planned next.

// WEBSITES

06 · Contact

Open to full-stack and AI-adjacent roles. Let's talk.

OPEN TO OPPORTUNITIES · USUALLY REPLIES WITHIN 24H

Emailaeman098.fatima@gmail.com GitHubAeman-Fatima LinkedInaemanfatima