Skip to content
View mahadbaig2's full-sized avatar

Block or report mahadbaig2

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
mahadbaig2/README.md

Hi, I'm Mirza Mahad Baig 👋

AI Product Engineer building practical AI-native products

I combine nearly 6 years of product design and UI/UX experience with hands-on AI engineering to take products from discovery and system design to working implementation.

Portfolio · LinkedIn · Medium Case Studies · Email

📍 Islamabad, Pakistan


About Me

  • 🤖 Building LLM applications, RAG systems, AI agents and intelligent automation workflows
  • 🧠 Experienced in product strategy, enterprise SaaS, UX design and AI product development
  • 🛠️ Working across Python, FastAPI, LangGraph, Next.js and modern AI infrastructure
  • 🎓 Completed advanced AI and ML training through GIKI and Agentic AI training through Atomcamp
  • 🤝 Open to AI engineering, full-stack development and AI product engineering opportunities
  • 🌍 Available for Islamabad-based and remote global roles

What I'm Building

An AI-native portfolio with a conversational assistant, permission-aware RAG, intelligent query routing and voice interaction.

Next.js FastAPI LangGraph PostgreSQL Qdrant ONNX

A centralized enterprise knowledge workspace connecting organizational content with permission-aware retrieval and AI agents.

Python FastAPI LangGraph RAG Vector Search Enterprise AI

A computer-aided detection system for analyzing MPI SPECT cardiac scans using transfer learning and CNN ensembles.

TensorFlow Keras FastAPI Next.js Computer Vision

An LLM-powered application that analyzes legal contracts, extracts important clauses and produces structured insights.

Python Streamlit FastAPI Groq LLMs

Product Design Background

Before moving into AI engineering, I spent nearly six years designing enterprise SaaS products across fintech, healthcare, e-commerce and business operations.

As the founding product designer for Busyfile, I helped take a U.S. business formation platform from its initial B2C MVP to a white-label B2B SaaS product covering more than 20 services and over 500 interface screens.

This background helps me build AI systems that are technically credible, understandable and grounded in real user needs.

→ Read my product design case studies

Technical Focus

AI Engineering

  • Large Language Models
  • Retrieval-Augmented Generation
  • Agentic workflows
  • LangChain and LangGraph
  • Embeddings and vector search
  • LLM evaluation
  • Prompt engineering
  • AI automation

Engineering

  • Python and FastAPI
  • TypeScript and JavaScript
  • React and Next.js
  • TensorFlow and scikit-learn
  • PostgreSQL and Supabase
  • REST API integrations
  • Git and Docker
  • n8n workflows

Product and UX

  • Product strategy
  • Product discovery
  • AI product design
  • Enterprise SaaS
  • User research
  • Design systems
  • Rapid prototyping
  • Figma

Currently Exploring

  • Permission-aware enterprise RAG
  • Multi-agent orchestration
  • ML-based query routing with ONNX
  • Voice-enabled AI interfaces
  • LLM evaluation and observability
  • Production deployment for AI systems

Writing and Build Logs

I write about the engineering decisions, experiments and lessons behind the products I build.

GitHub Activity

Mahad's GitHub statistics

Let's build something useful with AI

LinkedIn · Portfolio · Medium · Email

Pinned Loading

  1. enterprise_ai_workspace enterprise_ai_workspace Public

    TypeScript

  2. verdict_ai verdict_ai Public

    TypeScript

  3. chat_crms_app chat_crms_app Public

    Dart

  4. fyp-web-depolyement fyp-web-depolyement Public

    CardioScan AI is a state-of-the-art web platform designed to detect and predict heart diseases from Myocardial Perfusion Imaging (MPI) scans. This project leverages an ensemble of deep learning mod…

    TypeScript