# Portfolio — Muhammad Huzaifa Shahbaz

Canonical page: https://mhuzaifa.com/portfolio
Last updated: 2026-09-28
Person: Muhammad Huzaifa Shahbaz (https://mhuzaifa.com)

Products and systems shipped by Muhammad Huzaifa Shahbaz.

## Staging Pro 2.0

Production-grade IoT backend system for real-time race event coordination. Processes live telemetry with <100ms latency, enabling race coordinators to manage concurrent events, control staging sequences, and broadcast safety flags to connected devices.

- Page: https://mhuzaifa.com/portfolio/staging-pro
- Stack: Django, PostgreSQL, Python, Docker, GitHub Actions, Nginx, AWS
- appleAppStore: https://apps.apple.com/us/app/staging-pro/id6503903450
- web: https://apkpure.net/staging-pro/com.stagingpro
- Expertise: https://mhuzaifa.com/expertise/realtime-systems

## OptyAI for OptySleep

Built OptyAI—a custom recommendation engine from scratch that powers personalized sleep insights. Achieved ~70% boost in engagement, improved retention, and higher subscription renewals through Redis caching, A/B testing, and semantic similarity techniques.

- Page: https://mhuzaifa.com/portfolio/optysleep
- Stack: FastAPI, Python, Docker, Firebase
- appleAppStore: https://apps.apple.com/us/app/optysleep/id6458265948
- web: https://optiself.co/
- Expertise: https://mhuzaifa.com/expertise/recommendation-systems

## Voca — Outbound AI Voice Calling Agent

Voca is a B2B outbound AI voice calling platform for campaign creation, lead filtration, lead management, and automated cold calling at $0.10/min — cutting large-scale outreach costs for software, pharma, insurance, and debt collection teams. Multilingual voice agents with CRM-ready workflows.

- Page: https://mhuzaifa.com/portfolio/ai-voice-call-agent
- Stack: Python, FastAPI, Retell AI, CRM Integration, Webhooks
- web: https://voca.codefied.online
- Expertise: https://mhuzaifa.com/expertise/voice-ai

## ViralMe Studio

Real-time video editor on the web using Remotion. Edit, preview, and render videos directly in the browser with AI-informed effects. Features include 2-minute transitions from long videos to multiple reels, motion graphics, background noise removal, and more.

- Page: https://mhuzaifa.com/portfolio/viralme-studio
- Stack: Remotion, Node.js, Python, FastAPI, Ollama, Docker, RabbitMQ, Kubernetes, OpenCV, Nginx, Azure, MongoDB
- web: https://viralme.studio
- Expertise: https://mhuzaifa.com/expertise/llmops

## PseudoCompiler

Online platform for real-time AQA Pseudo to Python 3 translation with live execution and output visualization. Features complex lexical code translation with integrated AI chat for error detection and code assistance.

- Page: https://mhuzaifa.com/portfolio/pseudocompiler
- Stack: Python, Node.js, Docker, FastAPI, OpenAI, LangChain, MongoDB
- web: https://pseudocompiler.org
- Expertise: https://mhuzaifa.com/expertise/realtime-systems

## AI Legal Assistant

Built a Gemini-powered Legal AI Assistant with RAG (Retrieval-Augmented Generation) capabilities. Provides intelligent legal document analysis, question answering, and document retrieval using advanced language models and vector search.

- Page: https://mhuzaifa.com/portfolio/ai-legal-assistant
- Stack: Next.js, Gemini, LangChain, MongoDB
- web: https://legal-ai.sajjaduddin.site/
- Expertise: https://mhuzaifa.com/expertise/rag-engineering

## SQL AI Agent

Natural Language to SQL compiler enabling non-technical teams to query databases instantly. Enforces strict schema validation and structural output guarantees to prevent hallucinations and SQL injection risks.

- Page: https://mhuzaifa.com/portfolio/sql-ai-agent
- Stack: Python, LangChain, PostgreSQL, OpenAI, Gemini
- web: https://github.com/mhuzaifadev/ai-sql-agent
- Expertise: https://mhuzaifa.com/expertise/agentic-ai

## Remove BG

Forever free background remover powered by U2Net deep learning model. Remove backgrounds from images instantly with a simple PWA interface connected to a FastAPI backend.

- Page: https://mhuzaifa.com/portfolio/removebg
- Stack: FastAPI, Python, Next.js, Cloudflare, Nginx
- web: https://removebg.mhuzaifa.com