Curriculum Vitae

Dr. Dirichukwu Goodluck Oguzie

PhD, MSc, BSc β€’ Computer Science

Machine Learning β€’ Robotics β€’ Artificial Intelligence

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Quick Summary

PhD

Computer Science

Aston University β€’ 2024

2

Papers Published

IEEE PRML 2024 β€’ UKCI 2023

13+

Years Teaching

AI & Machine Learning

4

Institutions

QA Ltd β€’ Crimson β€’ Aston β€’ Others


Profile

AI Researcher and Lecturer with PhD from Aston University and 13+ years of programming and teaching experience.

Research: Published in top-tier conferences (UKCI 2023, IEEE PRML 2024). Expertise in developing novel neural network architectures (Cosine-Gated LSTM), creating predictive models for social robot navigation, and teaching AI, robotics, and software development.

Currently: Teaching at QA Ltd and Crimson while conducting research in reinforcement learning and computer vision.


Education

πŸŽ“

PhD, Computer Science

Aston University

United Kingdom β€’ 2020 – 2025

Thesis: "Enhancing Robot Social Navigation with Reinforcement Learning and Advanced Predictive Models"

Supervisors: Dr. Luis J. Manso, Prof. Dr. Aniko Ekart

Key Contributions: Predictive World Models (2StepAhead, MASPM), Cosine-Gated LSTM (CGLSTM) architecture, Adaptive Prediction Horizons

πŸŽ“

MSc, Automation Control and Robotics

Sheffield Hallam University

Sheffield, United Kingdom β€’ January 2018 – May 2019

Classification: Merit. Full time. Awarded 25 June 2019.

Dissertation (63, 60 credits): β€œMultifunctional Autonomous Mobile Robot for Various Applications.” Supervisor: Dr Lyuba Alboul. January 2019 to May 2019.

Built and tested a physical wheeled Hummer bot on an Arduino UNO with an L298N motor driver. The robot did infrared and ultrasonic obstacle avoidance, line following, and wireless control by infrared remote and Bluetooth. The controller used sensor thresholds and timed motor commands. It was not a learned policy.

Module marks: Control of Linear Systems 76, Robotics 65, Applicable Artificial Intelligence 64, Advanced Control Methods 62, Project and Dissertation 63, Sustainability, Energy and Environmental Management 60, Electrical Energy Systems 53, Industrial Automation 50, Manufacturing Systems 50. All passed.

πŸŽ“

BSc, Electrical and Electronics Engineering

Cyprus International University

Cyprus β€’ 2011 – 2015

Foundation in electrical engineering, electronics, and embedded systems.


Professional Experience

Jan 2024 - Present

Seasonal Lecturer in Computing

QA Ltd (Partner with Solent University, University of Roehampton, and Ulster University)

Birmingham, United Kingdom β€’ Seasonal β€’ Hybrid

Deliver lectures and seminars on various computing modules across partner institutions. Teaching modules including Deep Learning & Applications, Big Data & Infrastructure, Data Science & Machine Learning, Object-Oriented Design, Networks & Security, Problem Solving through Programming, UX, and Digital Media Technologies.

Nov 2020 - Present

Lecturer in Computer Science

Crimson Education

Birmingham, United Kingdom β€’ Full-time

Prepare students worldwide for GCSE and A-level computer science examinations. Design and deliver curricula via online interactive sessions. Mentor students on final projects incorporating Python-based application development, data analysis, and cloud-based deployment.

Jan 2023 - May 2024

Teaching Assistant

South and City College Birmingham

Birmingham, United Kingdom β€’ Contract

Provided tailored support to students with various learning disabilities, ensuring accessibility and understanding. Employed innovative teaching strategies to accommodate individual learning styles. Provided instructional support for Robotics and Automation courses, guiding Level 4-5 students in hands-on lab exercises.

Feb 2020 - Dec 2021

Teaching Assistant in A.I: Robotics and Autonomous Systems (MSc)

Aston University

Birmingham, United Kingdom β€’ Contract

Conducted advanced research and implemented complex algorithmic solutions in robotics. Developed and delivered modules on object detection, AI, and machine learning. Assisted in module delivery for master's-level Robotics courses, including advanced programming and control systems.

Oct 2021 - Dec 2022

Junior Business Operations Coordinator

Total Security Services

Birmingham, UK β€’ Full-time

Played key role in CRM data management, improving customer data accuracy by 35%. Maintained 100% accuracy in performance tracking by developing and monitoring weekly and monthly operational reports. Liaised with 10+ key stakeholders during Birmingham Commonwealth Games 2022. Assisted in onboarding and training 5+ new team members.

2018 - 2020

Student Leadership Roles

Sheffield Hallam University

Sheffield, United Kingdom

Engineering and Mathematics Department Representative (Sep 2018 - Nov 2020), Automation Control and Robotics Representative (Jan 2018 - Jun 2019), International Students' Officer (May 2018 - May 2019), NUS Sheffield Hallam University Delegate (Nov 2018 - Dec 2019).


Publications

IEEE PRML 2024

Cosine-Gated LSTM for Sequential Learning

Author: Dirichukwu Goodluck Oguzie
Venue: 2024 IEEE 5th International Conference on Pattern Recognition and Machine Learning (PRML)
Pages: 8-15
Year: 2024

UKCI 2023

Predictive World Models for Social Navigation

Author: Dirichukwu Goodluck Oguzie
Venue: UKCI 2023 - UK Conference on Intelligent Systems
Year: 2023

PhD Thesis

Enhancing Robot Social Navigation with Reinforcement Learning and Advanced Predictive Models

Author: Dirichukwu Goodluck Oguzie
Degree: Doctor of Philosophy (PhD)
Institution: Aston University, United Kingdom
Year: 2024
Supervisors: Dr. Luis J. Manso, Prof. Dr. Aniko Ekart


Core Expertise

Research & Development

Reinforcement Learning ⭐⭐⭐ Neural Network Architectures ⭐⭐⭐ Computer Vision ⭐⭐⭐ Social Robotics ⭐⭐⭐ Algorithm Development ⭐⭐⭐ ML OPS ⭐⭐⭐ Project Management ⭐⭐⭐

Technologies

Python ⭐⭐⭐ PyTorch ⭐⭐⭐ TensorFlow ⭐⭐⭐ AWS ⭐⭐⭐ Docker ⭐⭐⭐ JavaScript ⭐⭐⭐ React.js ⭐⭐⭐ PostgreSQL ⭐⭐⭐ ROS ⭐⭐⭐ Git/GitHub ⭐⭐⭐

Teaching & Mentoring

Curriculum Development ⭐⭐⭐ Student Supervision ⭐⭐⭐ Course Design ⭐⭐⭐ Inclusive Teaching ⭐⭐⭐ Mathematics ⭐⭐⭐ OOP ⭐⭐⭐ Data Structures ⭐⭐⭐

Professional Development

Advanced Certifications:

Additional Training (2018-2019): Multiple certifications in AI, Machine Learning, Deep Learning, and TensorFlow from Udemy


Contact

Email: goodluckoguzie1@gmail.com

LinkedIn: linkedin.com/in/goodluck-oguzie-0387b3157

GitHub: github.com/goodluckoguzie


Last Updated: December 2024