Work

Selected work

A cross-section of what I've built: voice AI, RAG systems, transactional backends and the APIs that hold them together. All of it is in use, not demo work.

Products & AI systems

01

AI voice assistant & booking platform for service businesses. Customers call, an AI handles the conversation, books appointments and collects payments. Voice calls run at about $0.06/min. Built on the OpenAI Realtime API + Twilio with Stripe Connect billing.

  • Django
  • Django Channels
  • OpenAI Realtime
  • Twilio
  • Stripe Connect
  • Next.js 15
  • PostgreSQL
02

LinkedIn AI prospecting platform used by 100+ paying clients. Automates outreach and lead qualification (~7,000 prospects/month) with Selenium and LangChain agents.

  • FastAPI
  • Django
  • Selenium
  • LangChain
  • Next.js
  • Chrome Extension
Visit
03

Multilingual RAG Platform

at Neural Lines ↗

Production retrieval-augmented QA platform serving web and mobile clients across a large text corpus in 20+ languages. Built the ingestion pipeline (extraction, language-aware chunking, deduplication, embeddings, vector indexing), a high-throughput backend with efficient pagination and connection pooling, and multiple retrieval modes including citation-backed answers and structured fact-checking. Client work, with details generalised.

  • FastAPI
  • LangChain
  • LangGraph
  • Pinecone
  • PostgreSQL
  • RAG
04

Document Intelligence Platform

at Neural Lines ↗

Human-in-the-loop correction and template-learning layer for a document-processing platform. Reviewers validate extracted fields; corrections are stored with spatial metadata and reused to improve accuracy on documents with recurring layouts. Included coordinate reconstruction where upstream OCR omits location data, layout matching resilient to formatting variation, and standardised coordinate handling across OCR, rendering and export so overlays stay pixel-accurate cross-platform. Client work, with details generalised.

  • Python
  • OCR
  • Document AI
  • FastAPI
  • PostgreSQL
05

AI Course Factory

at IR Studios FFZ LLC ↗

A 9-step platform that turns raw source material into structured, LMS-ready courses, with generated content, video scripts and one-click SCORM and xAPI export.

  • Next.js
  • Django
  • LangChain
  • Celery
  • Redis
  • AWS
Visit
06

Pace: AI Dissertation Review

at IR Studios FFZ LLC ↗

Dissertation review platform on LangChain and GPT-4o that scores submissions against professor-defined rubrics with section-level feedback, cutting review turnaround from ~6 hours to 25 minutes and reaching university-wide adoption within one semester.

  • Next.js
  • Django
  • LangChain
  • GPT-4o
  • Pinecone
  • FAISS
Visit
07

PakistanLaw AI

at Pseudobytes ↗

Legal research assistant over Pakistani civil, criminal and constitutional law. Built on Mistral + LangChain with Stripe-gated premium access.

  • Mistral
  • LangChain
  • Next.js
  • Python
  • PostgreSQL
  • Stripe
Visit
08

Land Intelligence Platform

at Pseudobytes ↗

Automated land due diligence for acquisition teams. Scores parcels from a single CSV upload against flood zones, wetlands, terrain slope, road access, protected land and utility availability, then adds AI review of satellite imagery and a low/review/high risk recommendation.

  • FastAPI
  • Python
  • PostgreSQL
  • LangChain
  • Next.js
  • GIS Data
09

Smart Water Meter Automation

at Neural Lines ↗

IoT + AI control system for real-time water-meter ingestion, flow-rate calculation and valve control. Async FastAPI backend with leak-detection analytics and email alerts.

  • FastAPI
  • PostgreSQL
  • SQLAlchemy
  • React
  • Docker
  • JWT
10

B2B wholesale platform on a high-availability Django backend handling 10K+ daily transactions, with multi-role access, order tracking, flash sales and Stripe payments.

  • Django
  • PostgreSQL
  • Redis
  • Stripe
  • AWS
  • Flutter

Freelance & client web

11

Friends Plastic Factory

Marketing and catalogue site for a Multan-based plastic-bag manufacturer, with a product catalogue, process pages and a WhatsApp quote flow.

  • Next.js
  • Web
  • SEO
Visit
12

Thaheem Fruit Farms

Website for a fruit-farming business, with product pages and a contact form.

  • Web
  • SEO
Visit
Experience

Where I've worked

Sep 2025 — Present

Pakistan · Remote

Full Stack & AI Engineer · Neural Lines

  • Building AI-powered products across retrieval systems, document intelligence and IoT platforms in production.
  • Delivered a production multilingual retrieval-augmented QA platform over a large text corpus, supporting 20+ languages.
  • Improved production reliability by diagnosing and resolving truncation issues in long AI outputs, adding completion tracking and observability to eliminate silent failures.
  • Reduced AI response latency by redesigning the request pipeline and replacing model-dependent preprocessing with deterministic services, improving time-to-first-token without degrading answer quality.
  • Improved retrieval quality by auditing the vector search pipeline, refining filters and removing low-value knowledge sources.
  • Built a correction and template-learning layer for a document-processing platform, improving OCR resilience and extraction accuracy across varied layouts.

Nov 2024 — Dec 2025

Remote · Part-time

AI Solutions Architect · Pseudobytes

  • Co-founded a small engineering team building custom AI and full-stack products for clients in the US, UK and EU. I own architecture, backend APIs and cloud deployment.
  • Sonoria: led the backend for a realtime voice AI booking platform on the OpenAI Realtime API, Twilio, Django Channels and Stripe Connect. Live calls run at about $0.06/min, removing 15–20 hours a week of manual call handling per business.
  • Cut voice inference cost with Model Context Protocol and context caching, roughly doubling per-instance scalability.
  • KodeReach: shipped a LinkedIn prospecting platform qualifying ~7,000 prospects a month for 100+ paying clients, using Selenium, LangChain agents and a Chrome extension.
  • PakistanLaw AI: built a legal research assistant over Pakistani civil, criminal and constitutional law on Mistral and LangChain.

Sep 2024 — Jul 2025

Dubai, UAE · Remote

Full Stack Developer · IR Studios FFZ LLC

  • Built Pace, an AI dissertation review platform on LangChain and GPT-4o that scores submissions against professor-defined rubrics with section-level feedback, cutting review turnaround from ~6 hours to 25 minutes and reaching university-wide adoption within one semester.
  • Built AI Course Factory, a 9-step platform turning raw source material into structured, LMS-ready courses with generated content, video scripts and one-click SCORM and xAPI export.
  • Handled 200+ page documents with recursive chunking and multi-pass concatenation to stay inside token limits, keeping scoring consistent with deterministic rubric-anchored prompt templates.
  • Moved AI processing off the request path with Celery and Redis using dedicated task queues and worker concurrency.

Jun 2023 — Jul 2024

Pakistan · On-site · Full-time

Python & AI Developer · Verticalsols

  • Built MX Hub, a B2B wholesale platform on Django + PostgreSQL handling 10K+ daily transactions, with multi-role access, order tracking, flash sales and Stripe payments, deployed on AWS with zero-downtime releases.
  • Built Khtwa, a food delivery product: order and delivery modules, Redis caching, WebSockets for live status updates.
  • Integrated LangChain and the OpenAI API for recommendations, chatbots and internal automation.
  • Introduced Docker-based CI/CD on AWS and GCP that cut release time by roughly 70%.

Jun 2022 — Jun 2023

Remote · Alongside university

AI & Backend Developer · Freelance

  • Independent client work on Python backends and LLM features, taken on while studying.
  • Built AI chatbots and assistants on the OpenAI API and open models including LLaMA, using Hugging Face for fine-tuning and integration.
  • Delivered Django and FastAPI backends with REST APIs, authentication and third-party integrations, owning each project from scoping through deployment and handover.
Toolkit

Tools I build with

01

Backend

  • FastAPI
  • Django REST
  • Flask
  • Node.js
  • REST APIs
  • WebSockets
  • JWT Auth
  • SQLAlchemy (async)
  • Alembic
  • Celery
02

AI / ML

  • RAG Pipelines
  • LangChain
  • LangGraph
  • OpenAI API
  • OpenAI Realtime
  • Model Context Protocol
  • Context Caching
  • Document AI / OCR
  • Hugging Face
  • PyTorch
  • TensorFlow
  • Mistral
03

Frontend

  • React
  • Next.js
  • TypeScript
  • JavaScript (ES6+)
  • Tailwind CSS
  • Redux Toolkit
04

Databases

  • PostgreSQL
  • MySQL
  • MongoDB
  • Redis
  • Pinecone
  • FAISS
  • Vector DBs
05

DevOps & Cloud

  • Docker
  • AWS (EC2, S3, Lambda)
  • GCP
  • Vercel
  • Firebase
  • Nginx
  • CI/CD
  • Git
06

Integrations

  • Stripe
  • Twilio
  • Selenium
  • Webhooks
  • Postman
  • CRMs
07

Languages

  • Python
  • TypeScript
  • JavaScript
  • SQL
  • Bash
  • C++