
Samuel Okon
@samuelokon1
I build AI agents, ML systems, and automation pipelines that turn real-world workflows into production-ready services.
What I'm looking for
I'm building AI-driven systems that connect LLMs, APIs, real-time data, and cloud infrastructure into practical business workflows.
At Sartor Limited, I led the MVP development of a Covert Label Generator for counterfeit detection, combining deep learning and blockchain for secure product authentication. I also built scalable APIs and AI inference pipelines that reduced response latency by 40%.
Previously, I developed object-detection and redaction models at Zimmerman B.V., achieving 92% accuracy, and improved a Global Fund machine-learning model by 30%. I've also automated model deployment with MLOps practices, Docker, Prefect, and MLflow.
Alongside industry work, I've taught data science at GoMyCode and mentored learners through real-world projects. My projects include a human-approved data analysis agent, agentic RAG workflows, LLM automations, and a self-correcting research agent.
Experience
Work history, roles, and key accomplishments
Python Developer – AI/ML & CLG Lead
Sartor Limited
Jun 2025 - Present (1 year 3 months)
Spearheaded the design and MVP development of an AI-driven Covert Label Generator (CLG) for counterfeit detection, integrating deep learning and blockchain for secure product authentication. Built and optimized robust, scalable APIs and AI inference pipelines, reducing response latency by 40%.
Data Scientist Instructor
GoMyCode
Sep 2024 - Nov 2025 (1 year 2 months)
Delivered comprehensive instruction on data science fundamentals, including Python programming, data manipulation, visualization, and machine learning algorithms. Mentored and guided students through real-world projects, enabling them to build portfolio-ready projects.
KaggleX Mentee
Kaggle
Aug 2023 - Nov 2023 (3 months)
Engaged in Kaggle competitions to enhance practical problem-solving skills in data science. Successfully conceptualized and implemented a plant disease detection system showcased as a final project.
Machine Learning Engineer Intern
Zimmerman B.V
Sep 2022 - Jan 2023 (4 months)
Developed a custom object detection model using TensorFlow, YOLOv5, and OpenCV to automatically identify and redact sensitive information with a 92% accuracy rate. Streamlined model deployment with MLOps practices, cutting deployment time by 50%.
Junior Data Scientist
Zummit Africa
Dec 2021 - Jul 2022 (7 months)
Implemented version control and unit testing practices, reducing bugs by 40% and improving production code quality by 30%. Applied ML techniques to optimize business workflows, boosting data accuracy by 25%.
Data Science Intern
Hamoye AI Labs
Feb 2020 - Jul 2020 (5 months)
Utilized NumPy, Pandas, Matplotlib, and Python to wrangle and analyze large data sets. Built a hotel recommender system with 95% accuracy and trained an unsupervised learning model for population segmentation.
Education
Degrees, certifications, and relevant coursework
Federal University of Technology Owerri
Bachelor of Engineering, Electrical and Electronic Engineering
Grade: 4.41/5.0
Activities and societies: Member of IEEE, completed professional development in HSE training, member of Intern Hub--a robotics class.
Bachelor of Engineering in Electrical and Electronic Engineering, completed in May 2023 with a CGPA of 4.41/5.0.
DataCamp
AI Engineer for Developers Associate Certificate, Artificial Intelligence
Earned the AI Engineer for Developers Associate Certificate.
Google Cloud
Generative AI Fundamentals, Generative AI
Completed the Generative AI Fundamentals certification.
DeepLearning.AI
Generative AI with Large Language Models, Generative AI
Completed the Generative AI with Large Language Models certification.
DeepLearning.AI
Machine Learning Specialization, Machine Learning
Completed the Machine Learning Specialization certification.
DeepLearning.AI
Neural Networks and Deep Learning, Deep Learning
Completed the Neural Networks and Deep Learning certification.
DeepLearning.AI
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization, Deep Learning
Completed the Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization certification.
Tech stack
Software and tools used professionally
Amazon API Gateway
Blockchain
Google Cloud Platform
Kubernetes
NumPy
Pandas
PostgreSQL
MongoDB
Node.js
Next.js
OpenCV
React
JavaScript
Python
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
Flask
ExpressJS
FastAPI
Apache Solr
AWS Lambda
Docker
Prefect
Hugging Face
Amazon ECR
Supabase
LangChain
AutoGen
Pinecone
CrewAI
N8N
LangGraph
LangSmith
AWS App Runner
Matplotlib
Availability
Location
Authorized to work in
Salary expectations
Skills
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