MH — Muhammad Hussnain
Muhammad Hussnain
Build|Automate|Innovate
MH
MUHAMMAD HUSSNAIN
Home
ProjectsAboutSkillsEduServicesContact
Available For Opportunities

Full Stack AI-Engineer

AUTONOMOUS AI AGENTS AND LLM SYSTEMS

I architect and deploy production-ready intelligent systems using Python, FastAPI, Next.js, OpenAI Agent SDK, and MCP Server. Passionate about building autonomous agents and agentic workflows that solve real-world problems at scale.

Connect
SYSTEMENGINEER
Muhammad Hussnain - Full-Stack AI Engineer
02 / projects

Featured Projects

Retrieval-augmented systems, autonomous agent architectures, and full-stack implementations built to solve real problems.

deskwise.git
Jul 2026 – Aug 2026

Deskwise — AI Support Agent

A production-style RAG support agent that answers only from your documentation, cites the exact sections it used, and hands off to a human when confidence drops instead of inventing an answer.

Next.js 16TypeScriptOpenRouterQdrantNeon PostgresDrizzle ORMRAG
highlights.sh
$Hybrid Retrieval: Dense vector search on Qdrant fused with Postgres full-text, rescored with BM25 over the candidate pool.
$Confidence Guardrail: Skips the LLM below threshold and escalates — 100% refusal precision across a 25-case benchmark.
$Document Q&A: Upload a PDF, DOCX or paste a link, then question it in the same chat, scoped privately to that session.
$SSRF-Hardened Import: Scheme allowlist, per-hop DNS and private-range checks, verified by 22 automated assertions.
ai-legal-assistant.git
Jan 2026 – Jun 2026

AI Legal Assistant

A dual-mode AI-powered platform designed to deliver instant legal guidance for citizens and administrative case management for lawyers, serving as a Final Year Project.

React.jsDjango RESTPostgreSQLRedisLegal-BERTOCRRAG
highlights.sh
$Victim Mode: Features Tesseract/EasyOCR document parsing and complaints generation via a Legal-BERT RAG pipeline.
$Secure Evidence Vault: Implemented AES-256 encrypted file storage for sensitive multimedia legal files.
$3D Avatar Chat: Powered by Redis session memory for real-time multilingual (English & Roman Urdu) guidance.
$Lawyer Workspace: Integrates Hearing Calendar notification badges and Case Strength Analyzer via Hugging Face.
ai-employee.git
Mar 2026

AI Employee

A fully autonomous agent engineered to handle local file system operations, Gmail inbox triage, and WhatsApp updates without manual intervention.

PythonOpenAI Agent SDKLLM APIsGmail APIWhatsApp APIObsidian
highlights.sh
$Obsidian Memory Vault: Linked local agent memory via OpenAI Agent SDK vector search and markdown notes.
$Intelligent Triage: Context-aware Gmail reply drafting, label handling, and automatic priority summarization.
$Multichannel Comms: Connected WhatsApp API for interactive text messaging instructions and automatic reports.
$FileSystem Automation: Auto-organizes, archives, and retrieves local documents based on content analysis.
03 / about

About Me

MUHAMMADHUSSNAIN
Muhammad Hussnain
Open to Work
Lahore, Pakistan
2+
Years Building AI
5+
Live Projects
3+
AI Frameworks

Background

I'm a Full-Stack AI Engineer based in Lahore, Pakistan, specializing in building production-grade intelligent systems — Autonomous Agents, LLM pipelines, and RAG Architectures that solve real problems at scale.

Currently completing a Bachelor's in Information Technology at the University of Education, Lahore. I've spent the last two years moving from theory to execution: shipping a dual-mode AI Legal Assistant as my Final Year Project and engineering an autonomous AI Employee that operates Gmail, WhatsApp, and local file systems independently.

Tech Stack

Python & FastAPI on the backend, React & Next.js on the frontend — paired with vector databases and cloud deployments that hold up under production load.

AI Expertise

Deep integrations with OpenAI Agent SDK, MCP Server, Legal-BERT, and RAG architectures — engineered for accuracy, not just demos.

Focus

Agentic workflows: systems that think, decide, and act without constant human oversight — turning hours of manual work into seconds.

04 / skills

Technical Skills

A curated toolkit built through real projects — from agentic AI systems to full-stack web applications.

Backend
Python
FastAPI
Django REST Framework
Node.js
Frontend
HTML
CSS
JavaScript
Next.js
React.js
Streamlit
Tailwind CSS
Databases
PostgreSQL
MySQL
Neon
AI / ML
LLM APIs
OpenAI Agent SDK
MCP Server
Legal-BERT
RAG
OCR
Tools & Technologies
Git
GitHub
Postman
Linux
Obsidian
VS Code
Cursor
05 / education

Academic Background

Formal education, industry certifications, and hands-on professional experience.

Education

University of Education

Lahore, Pakistan

Bachelor's in Information Technology

Aug 2024 – Jun 2026CGPA 3.18

PIAIC

Certified AI Engineering and Artificial Intelligence

Dec 2024 – Aug 2026Grade: In Progress

Activities and societies: Panaversity

Certifications

Agentic AI – Level 1 Developer

PIAICJune 2025
Verify Certificate

Agentic AI Professional – Level 2 Developer

PIAICJuly 2025
Verify Certificate

Prompt & Context Engineering – Level 1 Developer

PIAICNov 2025
Verify Certificate

Experience

AI/ML Intern

DeveloperHub

July 2025

Integrated multi-agent workflows and RAG systems. Focused on optimizing LLM response latency and architecting multi-step autonomous chains.

LLMsRAGAgentic AIPython
Verify on LinkedIn
06 / services

What I Build

From autonomous agents to full-stack AI platforms — here's how I can help your business scale smarter.

Autonomous AI Agents

End-to-end design and deployment of agents that operate Gmail, WhatsApp, file systems and APIs — replacing manual workflows entirely.

LLM System Architecture

RAG pipelines, vector database integrations, Legal-BERT fine-tuning, and production-ready LLM API integrations tailored to your data.

Full-Stack AI Applications

FastAPI backends + React/Next.js frontends, built for scale — from MVP to production with CI/CD and clean APIs.

Workflow Automation

Identify bottlenecks in your operations and replace them with intelligent, reliable automations using Python and MCP Server.

Let's Talk About Your Project

Book a free 30-minute discovery call. We'll discuss your goals, tech stack, and how autonomous AI can move your business forward.

07 / contact

Get in Touch

Have a project in mind, want to collaborate, or just want to say hello? Drop me a message and I'll get back to you.

0/2000