Michael A.

Key Skills

Software

Other

OpenCV AI Kit (OAK)

Micro1

Top Subject Matter

Additive manufacturing (WAAM/3D printing) defect/quality monitoring and process optimization

Computer vision enabled defect detection for multi-axis 3D printing

Legal Services & Contract Review

Top Data Types

3D Sensor

Image

Text

Document

Top Task Types

Data Collection

Segmentation

Classification

Question Answering

Object Detection

Text Generation

Text Summarization

Transcription

Computer Programming/Coding

Freelancer Overview

Research Assistant — Federal University of Technology Akure (Wire Arc Additive Manufacturing research, 2024 - Present). Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and OpenCV AI Kit (OAK). Education includes Bachelor of Science, University of Ibadan (2023) and Master of Engineering, Federal University of Technology Akure (2026). AI-training focus includes data types such as 3D Sensor and Image and labeling workflows including Data Collection.

Labeling Experience

Research Assistant — Federal University of Technology Akure (Wire Arc Additive Manufacturing research, 2024 - Present)

Other3D SensorData Collection

As a Research Assistant at Federal University of Technology Akure, he worked on developing and optimizing WAAM processes and related monitoring workflows. The work involved capturing and analyzing manufacturing results to support defect detection and process control objectives, including overlapping ratio optimization and reinforcement particle introduction. He also performed material testing and analysis on deposited layers to validate quality and identify defects or irregularities. • Investigated optimal overlapping ratios for multilayer deposition via WAAM. • Explored methods for introducing composite reinforcement particles during WAAM deposits. • Performed material testing and microstructural analysis to assess pores, cracks, delamination, and bonding. • Collaborated with graduate and undergraduate students and prepared technical presentations and prototypes.

2024 - Present

Data Annotation

VideoSegmentation

Worked on AI training and video data annotation projects using Atlas Capture, focusing on high-quality segmentation labeling for machine learning model development. Responsibilities included accurately segmenting objects, scenes, and activities in video datasets to support computer vision and AI model training. Ensured consistency in annotation standards across large datasets while following strict project guidelines and quality assurance procedures.

2025 - 2026

Research Assistant/Project Lead — GreenLab Microfactory, Akure (Robotic Arm 3D Printer project, 2023 - 2024)

OpenCV AI Kit (OAK)ImageData Collection

As a Research Assistant/Project Lead at GreenLab Microfactory, he developed a robotic arm-driven multi-axis 3D printing system for advanced additive manufacturing. The role included integrating computer vision components to detect defects and monitor the printing process, requiring preparation of data from the manufacturing environment for downstream inspection. He also assessed deposition accuracy and iteratively improved system reliability. • Integrated computer vision for defect detection and process monitoring in the printing system. • Developed and tested multi-axis toolpaths and evaluated deposition accuracy. • Programmed and calibrated a robotic arm using ROS and Python. • Collaborated with a team to optimize motion control for higher reliability in additive manufacturing.

2023 - 2024

Education

Work History