Development & IT Consultation with Muhammad M.
Development & IT Consultation with Muhammad M.
Get personalized advice on:
AI & Machine Learning
AI Content Writing
AI Integration
Chatbot Development
Prompt Engineering
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About Muhammad
RAG & AI Agent Engineer | Claude, GPT-4o, LangGraph, LangChain & MCP
100%
Job Success
Peshawar, Pakistan - 11:26 am local time
I'm an AI/ML Engineer and Full-Stack Developer with 5+ years shipping systems past the demo stage into real production use --- architecture, backend, testing, deployment, and ongoing reliability (evals, guardrails, monitoring).
WHAT I BUILD
→ RAG & Agentic Retrieval --- enterprise document search, legal/compliance platforms, multi-jurisdiction PII anonymization (98% detection accuracy), retrieval pipelines built around evals, not just vector search
→ AI Agents & Multi-Agent Systems --- LangGraph, CrewAI, Claude Agent SDK, and Model Context Protocol (MCP) systems with human-in-the-loop approval steps, persistent memory, and guardrails
→ AI-Powered SaaS Backends --- Claude/GPT-4o chat with prompt caching (up to 90% token-cost savings), Stripe billing, Twilio/WhatsApp and voice-agent pipelines
→ Workflow Automation --- n8n, Make, GoHighLevel, Zapier, and conversational AWS Bedrock infrastructure agents
→ Computer Vision & Predictive ML --- medical imaging (CNN classification), demand forecasting, statistical prediction models
RESULTS I'VE DELIVERED
- 80% reduction in document-generation time on a legal AI platform processing 50,000+ documents
- 98% PII-detection accuracy across multi-jurisdiction legal case data
- 95%+ backtested accuracy on real-time prediction models
- ~90% input-token cost reduction via prompt caching on a production SaaS chatbot
HOW I WORK
Discovery call → architecture proposal → scoped build with regular check-ins → testing/evals → deployment & documentation. Clean, maintainable code and a real handoff --- not a black box.
Tools & stack: Claude API, Claude Agent SDK, OpenAI GPT-4o, LangChain, LangGraph, CrewAI, Model Context Protocol (MCP), Pinecone, Qdrant, Elasticsearch, AWS Bedrock, Python, FastAPI, Node JS, n8n, Make, GoHighLevel, Zapier, Stripe, Twilio
Top Rated on Upwork, 100% Job Success across 17 completed contracts, 5.0★ average. If you're building a RAG system, AI agent, or automating a workflow with AI, send me your brief --- happy to do a free 15-minute call to scope it out.
What to expect
Schedule the consultation
Choose from the freelancer’s available days and times.
Get advice for your custom needs
Share details about your project and what you want to talk about. The freelancer will review and reach out if they have questions.
Join the Zoom meeting
1-on-1 meeting with the freelancer to discuss your needs and project.
Approve the work
The freelancer will finish up the documents you asked for and send them to you for approval:
Before the consultation
Here’s what Muhammad will need to know before you meet
- Please summarize the agenda for our meeting ideally you can layout in bullet points the things that we need to go over in the meeting. :)
- What is your project about? what are the key goals and what problems you are trying to solve?
- Lastly, How can we help you best? Are you looking for a feasibility assessment? Technical solution architecting? Cost estimates? A proposal including all of the above?
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MB
Marianne B.
Jun 19, 2025
No better way. He is extremely knowledgeable and professional. I recommend him 100%
BL
Bradley L.
Feb 23, 2026
AI Specialist / Custom GPT Builder (Ongoing Contract – Start ASAP)
Muhammad was great, he went above and beyond the scope of work and truly cares about giving his clients the best experience, he is also an AI expert. We will be using him again for ongoing services
Thanks
Thanks
YB
Youssouf B.
Jan 2, 2026
Anonymization + Multi-Jurisdictions + Triple Search Architecture
Excellent work
YB
Youssouf B.
Aug 6, 2025
Backend Enhancement Project - Document Search System
It has been a real pleasure working with Mubashir on this highly technical and time-sensitive legal tech project. From the outset, he demonstrated strong professionalism, deep technical knowledge, and excellent communication skills.
He was able to quickly understand our complex requirements and delivered a robust, scalable backend with advanced features and a structured API system — all within the expected quality standards.
Mubashir was responsive, collaborative, and committed to delivering real value. We appreciated his structured approach, clean coding practices, and the clarity of his documentation. He also showed flexibility and pragmatism in adjusting to evolving needs during development.
I highly recommend Mubashir to anyone looking for a skilled and reliable backend developer. We’re already planning to work with him again on future projects.
Thanks again, Mubashir, and keep up the great work!
He was able to quickly understand our complex requirements and delivered a robust, scalable backend with advanced features and a structured API system — all within the expected quality standards.
Mubashir was responsive, collaborative, and committed to delivering real value. We appreciated his structured approach, clean coding practices, and the clarity of his documentation. He also showed flexibility and pragmatism in adjusting to evolving needs during development.
I highly recommend Mubashir to anyone looking for a skilled and reliable backend developer. We’re already planning to work with him again on future projects.
Thanks again, Mubashir, and keep up the great work!
YB
Youssouf B.
Jul 12, 2025
Freelance Mission – NLP & AI Expert for Legal Document Indexing & Generation
MR
Media R.
Jun 23, 2025
Data Scientist for Cleaning and Structuring Large-Scale CSV Database (Future RAG AI Use)
All good!