Muhammad Murtaza
4+ years building production AI systems that scale.
About Me
A passionate AI engineer building systems that matter.
I'm a Senior Python AI Engineer based in Islamabad, Pakistan (UTC+5), with over 4 years of experience designing and deploying production-grade AI systems. My expertise spans the full AI stack — from fine-tuning large language models and building multi-agent orchestration systems to architecting high-performance RAG pipelines and speech AI solutions.
At Vision Byte Technologies, I architected AI systems handling 100K+ daily requests and built HIPAA-compliant healthcare platforms. I'm passionate about bridging the gap between cutting-edge AI research and real-world production systems that deliver measurable business impact.
I'm open to remote roles, freelance projects, and consulting opportunities worldwide. Let's build something extraordinary together.
Experience
4+ Years
Location
Islamabad, PK
Languages
English, Urdu
Availability
Remote Global
Journey
ML Engineer
Dot Coder
GenAI Engineer
Vision Byte
Open to New Roles
Technical Skills
A comprehensive toolkit for building production AI systems.
Python & Frameworks
AI Agents & Orchestration
LLMs & Generative AI
LLM Fine-Tuning
RAG & Retrieval
LLM Evaluation
ML & Deep Learning
Speech & Voice AI
Cloud & MLOps
Databases & Infra
Frontend
Security & APIs
Work Experience
Professional journey building production AI systems.
Generative AI Engineer & Python Backend Developer
Vision Byte Technologies
Islamabad, Pakistan · Jan 2023 – Aug 2025
- Architected and deployed multi-agent AI systems handling 100K+ daily API requests with 99.9% uptime using LangGraph, FastAPI, and AWS ECS.
- Built enterprise RAG pipelines processing 2M+ documents with hybrid search (semantic + keyword), reducing retrieval latency by 60%.
- Fine-tuned Llama 3 and Mistral models using LoRA/QLoRA achieving 35% improvement in task-specific accuracy across 5 client domains.
ML & Deep Learning Engineer
Dot Coder
KPK, Pakistan · Jan 2021 – Nov 2022
- Developed and deployed computer vision models for object detection and image classification achieving 94% mAP on production data.
- Built end-to-end ML pipelines with TensorFlow Extended (TFX) for automated model training, evaluation, and deployment.
- Optimized deep learning inference pipelines achieving 3x throughput improvement via model quantization and ONNX runtime.
Projects
Real-world AI systems built for production scale.
AI Travel Chatbot
Multi-agent travel planning SaaS with real-time flight, hotel, and itinerary generation powered by LangGraph.
AI Course & Video Generator
Automated course creation platform using AI for scriptwriting, video generation, and voiceover synthesis.
AI Career Assistant Platform
Intelligent career coaching platform with AI-driven resume analysis, job matching, and interview preparation.
LLM Fine-Tuning Pipeline
Production-grade fine-tuning pipeline using LoRA/QLoRA with benchmark visualisation and model registry.
Certificates & Awards
Continuous learning and professional development.
Education
Academic foundation in Information Technology.
BS Information Technology
Kohat University of Science & Technology
Oct 2021 – Jun 2025
Relevant Coursework
Contact
Available for remote roles, freelance projects & consulting.