UE5 · Standalone
Digital Twin Builder
Standalone Unreal Engine 5.6 editor tool. Pick photos or a video, run YOLO-World on system Python, and spawn a furniture-level digital twin in the level.
Available for freelance & contract work
Mohammed Usamah
AI/ML Engineer — computer vision, digital twins & Unreal tooling
I train custom models and ship editor tools that turn photos, video, and 3D assets into production-ready scenes — digital-twin pipelines and standalone Unreal Engine plugins.
Computer VisionYOLO · OpenCV · PyTorch
Unreal Engine 5.6Python plugins · digital twins
35+
Projects completed
2+
Years experience
14
Certifications
7+
AI domains
About
Building models that ship into real tools
AI/ML engineer with 2 years of experience
I specialize in custom model training — computer vision, NLP, and agentic systems — then wrap that work in tools people can actually run. Lately that means Unreal Engine Python plugins, synthetic data pipelines, and digital twins built from photos or video.
Outside Unreal I work across TensorFlow, PyTorch, YOLO, RAG agents, and freelance computer-vision systems for cameras, drones, and inspection workflows.
Stack
Technical skills
The full stack behind the work — models, Unreal tooling, agents, and the libraries I ship with.
Languages
Python
Unreal Python
SQL
HTML / CSS
JavaScript
AI / ML
PyTorch
TensorFlow
Scikit-Learn
XGBoost
Deep Learning
CNNs
GANs
VAEs
Diffusion
LSTMs
Time Series
Computer Vision
OpenCV
YOLO
YOLO-World
MediaPipe
Object Detection
Pose Estimation
U-Net
Isaac Sim
NLP & Agents
NLP
Transformers
LLMs
RAG
LangChain
LangGraph
CrewAI
Hugging Face
Whisper
Gemini
Unreal Engine
Unreal Engine 5.6
Editor Tools
Digital Twins
FBX Pipeline
Asset Migration
UAT Packaging
Tools & Data
Git
Docker
Jupyter
Pandas
NumPy
Matplotlib
Streamlit
n8n
Selected work
What I’m building now
Unreal Engine tools and AI projects — Digital Twin Builder is a standalone editor tool that drops into any UE5 project.
All projects
Digital Twin Builder
Standalone UE5.6 tool: images or video → YOLO-World detection → spawned digital twin. Drops into any Unreal project.
FBX Batch Importer Plugin
Unreal editor plugin that imports FBX or ZIP packages with textures, materials, and folder structure. Supports skeletal or static meshes from Tools → Import FBX Package.
Asset & Component Migrator
Right-click Unreal assets or components and package them with every dependency into a standalone ZIP or another local project.
Project Packager Plugin
Cook and package the Unreal project as Developer or Shipping builds, with live UAT progress streamed to the Output Log.
AI Drone Tracking
Multi-sensor FPV drone detection in Isaac Sim using synchronized RGB and LWIR cameras, YOLO, and ground-truth pose for Kalman tracking.
Tennis Match Analytics
Computer vision pipeline for tennis footage: court calibration, ball tracking, bounce detection, and YOLO-based player analysis.
Call of Duty Assistant
Computer vision assistant for Call of Duty. The match ran on a PS4 while we remotely accessed the stream on PC, then ran enemy detection on that live feed.
Anime Frame
Pose-retargeting pipeline that turns sketches and Canny edges into consistent anime frames with Gemini, Streamlit UI, and Docker.
Face Mask Detection
Ensemble CNN pipeline comparing SimpleCNN, MobileNetV3, and ResNet50 with voting, stacking, and statistical ablation studies.
Vehicle Counter
Detects and counts vehicles in traffic footage using object detection algorithms in real time.
Webbots
Browser automation bots for repeating web tasks, scraping, and agent-style navigation in Python.
Fruit Detection
Computer vision model that classifies fruit from images for inspection and sorting workflows.
GAN from Scratch
Generative adversarial network implemented from the ground up to learn image generation without high-level wrappers.
Transformers from Scratch
Attention, encoder-decoder stacks, and training loops built by hand to understand modern NLP architectures.
Variational Autoencoder from Scratch
VAE implementation covering encoder-decoder structure, latent sampling, and reconstruction loss.
Office Management System
Desktop/web tooling for office records, staff workflows, and day-to-day operations.
Web Chat
Real-time chat application for browser-based messaging and conversation threads.
Robotics
Robotics experiments covering control, perception, and Python simulation for motion tasks.
Scratch ML
Core machine-learning algorithms reimplemented from scratch for learning and debugging.
Netflix Clone
Streaming-style UI clone with catalog browsing and playback layout patterns.
Iris Classification
Classic iris flower classifier using feature analysis and supervised learning.
Dice Rotate
Vision/graphics experiment for detecting and tracking dice rotation from image sequences.
Manufacturing Quality Control
Detects damage in car manufacturing parts using deep learning for automated quality control.
Card Detection
Identifies and classifies playing cards from images even under partial visibility or varied lighting conditions.
Face Recognition Attendance System
Automated attendance tracking using real-time face detection and recognition without manual input.
Real-Time Pose Estimation
Human body pose detection and skeleton tracking from video streams for fitness coaching and gesture control.
Medical Image Segmentation
U-Net model that segments regions of interest in medical scans for early detection of anomalies.
Basketball Analytics System
Tracks player movements, ball trajectories, and shot accuracy in real time from game footage.
Nail Design Try-On
AR overlay of nail art onto live hand video so users can try styles before applying them.
Football Analytics System
Tracks player positions, tactical formations, and match statistics from broadcast footage.
Store Security System
Retail surveillance that detects shoplifting, monitors customer flow, and triggers real-time alerts.
News-AI
Multi-agent system built with CrewAI that gathers, analyzes, and summarizes news from various sources.
RAG Document Q&A Agent
Retrieval-augmented generation that answers queries over large document collections with cited responses.
AI Research Agent
Autonomous agent that browses the web, extracts information, and compiles structured research reports.
AI Code Review Agent
Reviews pull requests, detects bugs and code smells, and explains issues in plain language.
AI Customer Support Agent
Handles queries via RAG, keeps conversation memory, and escalates complex issues intelligently.
Document Processing Agent
Extracts, classifies, and routes information from invoices, contracts, and forms with no manual effort.
Product Recommendation Agent
Analyzes behavior and purchase history to deliver personalized product recommendations in real time.
Factory Process Monitoring Agent
Monitors industrial equipment metrics, detects anomalies, and triggers maintenance before failures.
Research Paper Summarizer
Generates concise summaries of academic papers while preserving key findings and conclusions.
House Price Prediction
Regression model predicting house prices from location, size, and amenities using ensemble methods.
Car Price Prediction
Predicts car prices from make, model, year, and specs using ensemble ML algorithms.
Customer Churn Prediction
Predicts which customers are likely to leave a service using behavioral data for retention.
Movie Recommendation System
Hybrid engine combining collaborative filtering and content-based methods for movie suggestions.
Credit Card Fraud Detection
Anomaly detection for fraudulent transactions using imbalanced learning and ensemble classifiers.
BTC Price Prediction
LSTM time-series model forecasting Bitcoin prices using historical data and technical indicators.
GreenHouse Gas Emission Prediction
Forecasts greenhouse gas emissions for the next 30 years using historical environmental data.
Stock Price Predictor
Multi-step forecasting combining LSTM and Transformer architectures on historical market data.
Weather Forecasting Model
Forecasts temperature, precipitation, and wind patterns from historical meteorological data.
Energy Consumption Forecasting
Predicts residential and industrial energy consumption patterns to optimize grid management.
ReadAny
Reads books and PDFs aloud using text-to-speech for a hands-free audio experience.
DeepFake Voice Detection
Identifies artificially generated or manipulated voices using spectral analysis and deep learning.
Bird Voice Classification
Identifies bird species from songs and calls using MFCC feature extraction and CNN classification.
Speech Emotion Recognition
Classifies human emotions from audio recordings using MFCC and spectrogram features.
Speaker Identification System
Voice biometrics that identify who is speaking by comparing speaker-specific vocal features.
Real-Time Speech-to-Text
Live transcription using Whisper and streaming pipelines with low latency and high accuracy.
Youtube Downloader
Python GUI to download YouTube videos and audio with quality and format options.
Anime Latest Episode WebScraper
Scrapes anime sites to track and notify users about the latest episodes of their favorite series.
QR Code Generator
Generates QR codes from text or URLs with customizable size and error correction settings.
Speed Test
Measures internet download/upload speed and ping with a clean interface and visualization.
Network Intrusion Detection System
ML system detecting network intrusions by analyzing traffic patterns in real time.
Password Strength Analyzer
Analyzes password strength using entropy calculation, pattern detection, and dictionary attack simulation.
AI-Powered Malware Detection
Deep learning system analyzing file behavior to detect zero-day threats and classify malware.
Smart Phishing Detection System
NLP and computer vision to detect phishing attempts in emails and websites.
Learning
Certificates
Machine Learning Specialization
Coursera — Stanford University
December 2023
Supervised learning, neural networks, unsupervised learning, and reinforcement learning.
Deep Learning Specialization
Coursera — DeepLearning.AI
August 2023
CNNs, sequence models, attention mechanisms, and transformers.
Python for Data Science and Machine Learning
freeCodeCamp
July 2022
Python libraries for data analysis, visualization, and machine learning.
Applied Generative Adversarial Networks (GANs)
Coursera
April 2023
Developing and training GANs for generation tasks.
Using Vector Search for Semantic Search
DeepLearning.AI
February 2023
Vector-based search for semantic analysis and retrieval.
Introduction to AI and Vector Search
DeepLearning.AI
January 2023
Fundamentals of AI and vector search technologies.
ChatGPT Prompt Engineering for Developers
DeepLearning.AI
March 2023
Prompt engineering for ChatGPT and similar LLMs.
Quantization Fundamentals with Hugging Face
DeepLearning.AI
April 2023
Model quantization techniques in the Hugging Face ecosystem.
Getting Started with Mistral
DeepLearning.AI
May 2023
Using Mistral language models for downstream applications.
Multi AI Agent Systems with CrewAI
DeepLearning.AI
June 2023
Building and deploying multi-agent systems with CrewAI.
Introduction to On-Device AI
DeepLearning.AI
July 2023
Running AI models on edge devices and optimization techniques.
Introducing Multimodal LLaMA 3.2
DeepLearning.AI
August 2023
Multimodal LLaMA 3.2 for combined text and visual tasks.
Atlas Vector Search
DeepLearning.AI
September 2023
Vector search with Atlas for efficient information retrieval.
How Diffusion Models Work
DeepLearning.AI
October 2023
Fundamentals of diffusion models and generative AI applications.
Career
Experience
May 2026 – Present
AI/ML Engineer
Freelancing
Custom AI models for computer vision, NLP, and predictive analytics — plus Unreal Engine editor plugins and digital-twin tooling.
- Shipped standalone UE5 plugins for digital twins, FBX import, and packaging
- Created and deployed custom computer vision models for client projects
- Optimized model performance and reduced training time by 30%
Jan 2025 – April 2026
AI/ML Engineer
JayzenAI
Built and deployed AI-powered solutions, contributing to model development and production ML pipelines.
- Developed and fine-tuned custom AI models for real-world applications
- Built and maintained ML pipelines for data processing and model training
- Collaborated with the team to ship AI features into production
2022 – 2023
Machine Learning Intern
Vertic Lab
Assisted in developing ML models and data preprocessing pipelines with TensorFlow, PyTorch, and data analysis tools.
- Preprocessed and analyzed large datasets for ML training
- Implemented and tested various ML algorithms
- Contributed to research papers on AI applications
2021 – 2022
Python Intern
Logigates
Worked on AI research projects in robotics and computer vision, assisting with experiments and data collection.
- Assisted in designing experiments for robotics research
- Implemented and tested computer vision algorithms
- Documented research findings and methodologies
Background
Education
2019 – 2023
Bachelor's Degree in Computer Science
Focused on artificial intelligence, machine learning, and software engineering with hands-on projects in computer vision, NLP, and data science.
- Specialization in AI and machine learning
- Final year project: Custom deep learning model for image classification
Contact
Let’s build something
Open to freelance, Unreal tooling, and computer-vision work. Email is the fastest way to reach me.