Skip to content
View mrismail-m's full-sized avatar
🎯
Focusing
🎯
Focusing

Highlights

  • Pro

Block or report mrismail-m

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. Markdown is supported. 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
mrismail-m/README.md

Muhammad Ismail

AI Developer · Full-Stack Engineer

I'm a 3rd-year BS Artificial Intelligence student at COMSATS University Islamabad building production-oriented AI systems — LLM agents, RAG pipelines, and intelligent web applications. Web & App Development Lead at Google Developer Groups on Campus (CUI Wah), organizing technical bootcamps and sessions for 100+ students.

Currently co-building AutoPenTest — a multi-agent LLM system that automates web penetration testing workflows.


Projects

Project What it does Stack
AutoPenTest Multi-agent LLM system for automated web penetration testing — chains agents to plan, execute, and report attack flows Python, LangChain, LLM Agents
Sortd Mobile-first AI content capture PWA — share reels from Instagram/TikTok directly into an organized, searchable note system React, Supabase, Groq Whisper
Auto-RAG Architect Automated RAG pipeline design and instantiation tool Python, LangChain, ChromaDB
LaneVision ML Real-time lane detection and segmentation using VGG-16, trained on TuSimple dataset Python, PyTorch, Computer Vision
SkinExpert AI MYCIN-style expert system using certainty factors for clinical skin condition diagnosis Python, Inference Engine
LLM Benchmarker Measures LLM latency, throughput, and cost across providers Python, OpenAI, Anthropic APIs
Agentic State Architect Multi-agent framework using state graphs for production workflows Python, LangGraph
AI ROI Strategist ROI forecasting tool for AI automation implementations React, Vite

Freelance Work

PropIQ Intelligence Platform — Dubai real estate market intelligence tool. Automated scrapers for PropertyFinder.ae, broker leaderboard analytics, and predictive pricing models. Built with Next.js and Supabase.

Reliable Listing Bot — High-performance sync engine between PropertyFinder.ae and WordPress, automating listing workflows for a large Dubai real estate agency.

Agentic Lead Bridge — Automation connecting PropertyFinder leads to Telegram and WhatsApp for real-time agent-owner communication at high volume.

GZSecutel B2B Portal — Complete modernization of a legacy enterprise platform for GZSecutel. Architecting a premium, high-fidelity interface to replace a 2000s-era system, focusing on scalable B2B e-commerce workflows. (In Progress)


Tech

AI & ML

Python LangChain PyTorch OpenAI Hugging Face

Backend

FastAPI Node.js PostgreSQL Supabase Prisma

Frontend

React Next.js TypeScript Tailwind CSS Vite

Tools & Infra

Docker Railway Vercel Git


Currently

  • 🔭 Building AutoPenTest — multi-agent LLM web penetration testing system (FYP)
  • 🚀 Building Sortd — AI content capture App (startup phase)
  • 🎯 Looking for a remote AI/ML internship starting June 22 (6–8 weeks)
  • 🏫 Web & App Development Lead at GDGoC CUI Wah

📫 LinkedIn · mrismaeel@outlook.com

Popular repositories Loading

  1. mrismail-m mrismail-m Public

  2. lang_chain_rag_chatbot lang_chain_rag_chatbot Public

    Python 1

  3. skin_care_expert_system skin_care_expert_system Public

    HTML

  4. ai-roi-strategist ai-roi-strategist Public

    A strategic tool to calculate the ROI and business impact of AI implementation and agentic workflows.

    TypeScript

  5. agentic-state-architect agentic-state-architect Public

    A modular Python framework for architecting complex, multi-agent systems using deterministic state graphs and LLM orchestration.

    Python

  6. llm-performance-benchmarker llm-performance-benchmarker Public

    A technical benchmarking suite to measure and compare LLM latency, throughput (tokens/sec), and cost across different providers (OpenAI, Anthropic, etc).

    Python