Samson O.

Key Skills

Software

OpenCV AI Kit (OAK)

Don't disclose

Top Subject Matter

Vehicle monitoring computer vision and OCR (plate text extraction)

AI training and data analytics education

Scientific machine learning for predictive drug discovery (molecular datasets)

Top Data Types

Text

Image

Top Task Types

Data Collection

Freelancer Overview

Embedded Systems Engineer and Machine Learning Associate — Access Solutions, Abuja. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenCV AI Kit (OAK), N, and A. Education includes Bachelor of Engineering, Federal University of Technology, Minna (2015). AI-training focus includes data types such as Medical, DICOM, and Text and labeling workflows including Data Collection, Evaluation, and Rating.

Labeling Experience

Machine Learning Research Engineer — FutureGrin NextGen

Don't discloseData Collection

Curated and processed molecular datasets sourced from biological databases to support predictive machine learning workflows for drug discovery analytics. • Cleaned and preprocessed large molecular datasets to generate model-ready features. • Engineered features used for predictive modeling and target identification. • Built candidate screening models using ensemble methods for hit prioritization. • Explored graph neural network approaches for molecular representation and advanced prediction tasks.

2025 - Present

Trainer / Instructor — Marist College, Yangoji

Text

Trained learners in machine learning and data visualization, guiding project work that required interpreting results and refining analytical outputs. • Mentored students on predictive modeling tasks and how to structure data for modeling workflows. • Delivered instruction on AI/IoT/robotics topics with an emphasis on practical analytics deliverables. • Supported students through project-based learning to strengthen technical execution on data-driven tasks. • Provided guidance that aligns with validating and assessing model outputs during coursework.

2020 - Present

Embedded Systems Engineer and Machine Learning Associate — Access Solutions, Abuja

OpenCV AI Kit (OAK)Data Collection

Supported AI-driven vehicle identification by generating labeled training inputs from real-time vehicle monitoring streams using computer vision analytics workflows. • Performed OCR-based text extraction from vehicle number plates to create usable labeled fields. • Processed and monitored high-volume vehicle records to standardize inputs for downstream training and inference. • Tuned real-time inference performance to maintain live pipeline throughput for data capture. • Built cloud-based data workflows on AWS to store and manage extracted labeled data for model development.

2020 - Present

Education

Work History