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EjuluWilson/README.md

πŸ‘¨β€πŸ’» Wilson Ejulu | AI/ML Engineer

Typing SVG
Full-stack AI/ML engineer specializing in end-to-end ML systems, AI automation, LLM agents, and ML infrastructure β€” building systems that solve real-world problems at scale.

🧠 About Me

  • πŸ”₯ MSc AI Engineering (Carnegie Mellon University)
  • πŸ”₯ Specialized in applied ML, AI system architecture & scalable infrastructure
  • πŸ”₯ Passionate about building production-ready MLOps pipelines & intelligent agents
  • πŸ”₯ Currently developing AI agents that enhance ML engineering workflows
AI Brain

πŸ› οΈ Technologies & Tools

AI & ML Tools

TensorFlow PyTorch Scikit-Learn OpenAI API LangChain LangGraph HuggingFace

Programming & Development

Python FirstApi JavaScript Flask React Node.js C/C++

Cloud & DevOps

AWS Kubernetes Docker Istio Prometheus Grafana

Data Analysis & Geospatial

Pandas NumPy QGIS PostGIS GeoPandas

πŸš€ Key Projects


JupyterBuddy: ML Workflow Assistant

LangGraph-powered AI assistant integrated with Jupyter that automates data analysis, code generation, and ML workflow orchestration via natural language. Tech: LangChain, OpenAI, React


AI-Powered Incident Detection

Built real-time anomaly detection and severity-based incident classifiers on Kubernetes, reducing false alarms by 30%. Tech: TensorFlow, K8s, Prometheus


Wetland Degradation Detector

Developed a time-series model with a 98.4% accuracy rate in detecting wetland degradation using Sentinel-1 satellite imagery, reducing field visit costs by 27%. Tech: PyTorch, Docker


Emergency Social Network (ESN)

Disaster-response application enabling real-time resource sharing and coordination during crises. Tech: Node.js, React.js, MongoDB


Plaid Shell (plaidsh)

Developed a fully-featured Linux shell in C with built-in commands, I/O redirection, piping, and interactive editing features like command history and tab completion. Tech: C, Unix System Calls, GNU Readline


Building Footprint Extraction

CNN-based system for automated extraction of building footprints from satellite imagery, achieving a 96.2% F1 score. Tech: TensorFlow, QGIS

πŸŽ“ Education

Carnegie Mellon University

MSc in Engineering Artificial Intelligence

Specializations: Machine Learning, Data Analytics, and AI System Design

Expected May 2025

Makerere University

Bachelor of Science in Computer Engineering

Relevant Courses: Statistics, Calculus, Data Structures and Algorithms

2016-2022

🀝 Let's Connect

I'm passionate about building AI systems that solve meaningful problems and always open to collaborating on
interesting projects at the intersection of AI, infrastructure, and real-world applications.

Coding Animation

Pinned Loading

  1. MACHINE-LEARNING MACHINE-LEARNING Public

    Jupyter Notebook

  2. Tensorflow_Developer-Zero_to_Hero Tensorflow_Developer-Zero_to_Hero Public

    This repository contains code accumulated throughout my journey to master the tensorflow machine learing framework

    Jupyter Notebook

  3. webDevBootCamp webDevBootCamp Public

    EJS

  4. Udemy-A-Z-Machine-learning-course-work- Udemy-A-Z-Machine-learning-course-work- Public

    This repository contains the code and datasets for the work done while undertaking the Udemy A-Z machine learning course

    Jupyter Notebook