Generative AI & LLM Apps
Build chatbots, copilots, RAG pipelines, and multi-agent systems with LangChain, LangGraph, and production APIs.
About Me
Precision Meets Intelligence
I am an AI Engineer with experience in machine learning, deep learning, and computer vision. My expertise spans building scalable solutions, from real-time vehicle detection to high-concurrency multi-agent chatbots utilizing local LLMs and LangChain implementations.
Generative AI & LLMs
Building autonomous reasoning agents, RAG pipelines, and stateful conversational systems for high-concurrency.
Computer Vision
Deploying real-time object detection models (YOLO/OpenCV) for live video streams and RTSP processing.
MLOps & Deployment
Ensuring factually grounded responses, evaluating models, and orchestrating deployments using FastAPI and Docker.
Data Science
Leveraging predictive modeling, XGBoost, and data balancing techniques like SMOTE for actionable insights.
1+
Years Experience
6
Major Certifications
4+
AI Projects Deployed
100%
Commitment
Service Focus
Services & Solutions
Practical AI engineering services designed for startups, businesses, and teams that need production-ready systems, not demos.
Computer Vision Systems
Create object detection and video analytics workflows for RTSP streams, inspection, monitoring, and automation.
Machine Learning Pipelines
Develop predictive models, data prep workflows, evaluation loops, and deployable inference services.
AI Deployment & MLOps
Package models with FastAPI and Docker, then ship maintainable AI systems that can run reliably in production.
Experience
Professional Journey
A timeline of my professional work experience.
Jan 2026 – Present
Junior AI/Data Engineer
Macromodule Technologies, LLC
Deployed real-time multi-vehicle object detection for live RTSP video streams using deep learning. Architected a high-concurrency, multi-agent chatbot using local LLMs on GPU servers.
June 2025 – September 2025
AI Engineer (Intern)
The Hexaa
Built autonomous reasoning agents and stateful conversational agents with persistent memory. Engineered RAG pipelines to ensure factually grounded and accurate AI responses.
Education
Academic Background
A dedicated timeline of my education and formal training.
Portfolio
Featured Projects
A selection of impactful AI solutions I have architected and deployed in production environments.
Real-Time Vehicle Object Detection
A deep learning model developed to accurately detect and track multiple vehicles on live RTSP video streams using advanced architectures.
PyTorchYOLOOpenCVCUDA
Click to view details
Multi-Agent Chatbot
Engineered and deployed a high-concurrency multi-agent chatbot using local LLMs on GPU servers to efficiently handle simultaneous user requests.
LangChainLocal LLMsFastAPI
Click to view details
Heart Disease Prediction Model
A predictive model assessing heart disease risk utilizing SMOTE data balancing techniques and a real-time interactive console for live predictions.
Scikit-LearnXGBoostPandas
Click to view details
Autonomous Reasoning Agents
Built stateful conversational agents with persistent memory and precise RAG pipelines during an internship at The Hexaa.
LangGraphVector DBsPrompt Engineering
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Skills & Expertise
Technical Expertise
A comprehensive overview of the frameworks, models, and tools I use to build robust AI architectures.
AI & Data Science
Generative AI / LLMs / RAG90%
Computer Vision & Deep Learning85%
Machine Learning (Scikit-Learn/XGBoost)88%
Data Visualization & Pandas90%
Frameworks & Infrastructure
Python / SQL95%
PyTorch / TensorFlow85%
LangChain & LangGraph80%
FastAPI / Docker / MLflow80%
Python
PyTorch
TensorFlow
YOLO
OpenCV
LangChain
FastAPI
Docker
CUDA
Supervised Learning
Unsupervised Learning
SQL
Credentials
Professional Certificates
Recognitions and certifications that validate practical AI engineering and deployment skills.
2025
Machine Learning Specialization
LangChain Academy
LangChainLangGraphvector DBsRAG Pipelines
View Certificate
2025
AWS Educate Machine Learning Foundations
Amazon Web Services (AWS)
Machine LearningDeep LearningSupervised LearningUnsupervised Learning
View Certificate
2024
Data Science & Machine Learning Training
Dice Analytics
Data ScienceMachine LearningXGBoostData Visualization
View Certificate
2024
Python for Data Science - Real Time Exercises
Udemy
Data SciencePythonReal-Time Exercises
View Certificate
2024
Supervised Machine Learning: Regression and Classification
Coursera (offered by Stanford University)
PythonSupervised LearningRegressionClassification
View Certificate
2024
Complete Data Science & Machine Learning Course
Udemy
Supervised LearningRegressionData ScienceMachine Learning
View Certificate
Get In Touch
Start a Conversation
Interested in AI engineering solutions or collaboration? I am ready to help solve complex challenges.
contact@umarfayyaz.me
Phone
+92 346 458 3675
Location
Lahore, Pakistan
👋
I typically respond within a few hours. Let's build the future with AI!
© 2026 Muhammad Umar Fayyaz.