I build practical AI systems, full-stack SaaS products, and automation tools that ship.
I’m Musharraf Aziz — an AI Engineer focused on LLM systems, SaaS products, and automation.
- I build LLM and workflow systems that reduce manual work.
- I ship web products with Next.js, Python, and cloud-native tooling.
- I publish open-source tools across AI, security, and developer productivity.
| Area | Focus |
|---|---|
| AI Engineering | LLM guardrails, eval pipelines, RAG reliability |
| Full-Stack SaaS | Next.js apps, API backends, workflow automation |
| Automation | Browser tooling and scripted operations |
| Applied ML | Vision interfaces and real-time inference |
| Security Tooling | Extension-based asset analysis tools |
| Project | Value | Stack | Status |
|---|---|---|---|
| chat-saved | Chrome extension for local chat extraction and instant export. | JavaScript, Manifest V3 |  |
| Asset-Thief | Browser extension for fast SVG/image asset discovery and download. | JavaScript, Manifest V3 | |
| organic-harvest | E-commerce platform with automated cart recovery and lifecycle messaging. | TypeScript, Next.js, Supabase |  |
| payverify | Payment verification workflow with Next.js frontend and FastAPI backend. | Python, FastAPI, Next.js |  |
| LLM-GUARDRAIL-GATEWAY | Guardrail middleware that validates LLM policy and output structure. | Python, Async APIs | |
| llm-eval-cicd | CI evaluation harness for LLM relevancy, faithfulness, and hallucination checks. | Python, Deepeval, Gemini | |
| green-navigator | Carbon reporting app that extracts bill data into structured insights. | TypeScript, Next.js, OCR AI | |
| overwatch-ai | Multimodal threat analysis for text, image, and audio scam signals. | TypeScript, LLM APIs | |
| gesture-control | Hand-gesture desktop control built with webcam computer vision. | Python, OpenCV, MediaPipe |  |
| emotion-detector | Browser emotion detection that runs fully on-device. | HTML, face-api.js, TensorFlow.js | |
AI & LLM Systems
- LLM-GUARDRAIL-GATEWAY — Active Development
- llm-eval-cicd — Active Development
- overwatch-ai — Active Development
- Self-Healing-RAG-Pipeline — Active Development
- 7aichatbot — Maintained
SaaS Platforms
- organic-harvest — Maintained
- DENTL — Maintained
- payverify — Active Development
- green-navigator — Active Development
- AegisFlow — Active Development
Computer Vision
- gesture-control — Completed
- air-canvas — Completed
- emotion-detector — Completed
Automation & Productivity
- chat-saved — Production Ready
- nexus — Maintained
- ghost-assist — Prototype
Security & Research
- Asset-Thief — Production Ready
- domain-drainer — Completed
- Hardening LLM pipelines with policy and response-structure guardrails
- Expanding CI evaluation workflows to catch model regressions early
- Shipping AI SaaS features tied to real user workflows
- Portfolio: engrmaziz.github.io/portfolio
- LinkedIn: linkedin.com/in/musharrafaziz
- Email: musharrafaziz@outlook.com
I’m building AI products that solve practical problems end-to-end — from model behavior and guardrails to the real workflows people use every day.