TERTSEGHA JOSEPH ANANDE
Machine Learning Engineer
Coventry,United Kingdom
Summary
A proficient and thorough Machine Learning Research Engineer with years of experience and deep understand of Information and Communication Technology. Extensive experience of Machine Learning modelling for data synthesis and security for cyber- systems. Practical knowledge of data engineering, generation, model optimization, and enhanced detection techniques. Able to design, adapt, develop, and implement optimized models utilizing enhanced Deep, Ensemble and Meta Learning frameworks. Capable to efficiently train and manage others to tackle complex problems both as individual small-scale and large-scale collaborated projects, with assurances of high-quality delivery reports. Self-motivated, flexible, adaptive, a reliable team player, and committed to continuous and sustained personal and professional development.
Overview
18
18
years of professional experience
12
12
years of post-secondary education
Work history
Machine Learning Research Engineer
University of Warwick School of Engineering
Coventry, West Midlands
10.2019 - Current
- Conducted rigorous investigation of core Deep Learning frameworks and modelling techniques to identify data generation gaps and enhance generation performance.
- Built simulated generative frameworks to model designs, development and implementation utilizing various state-of-the-art Deep Learning architectures to achieve achieve improved generation quality undetected similarity between synthetic and real data samples.
- Learned enhanced Machine Learning development frameworks, applied coding languages and multiple modelling packages to boost modelling performance and improve prediction and detection rate to over 99% against multiple cyber attacks cases.
- Led and supervised the successfully implementation of an enhanced Stack Ensemble Meta Learning framework to boost learning performance and speed by over 80%.
- Adapted state-of-the-art Ensemble Learning algorithms to construct a new framework that achieved up to zero percent misclassification rates between attacks and 100% accuracy in meta classification of cyber related attacks network traffic.
- I was nominated and presented the study outcome at the DeLTA 2023 conference
- Maintained project momentum by providing detailed progress reports and milestone updates to key stakeholders and other researchers at international conferences, symposia and workshops leading to increased and inter-disciplinary collaborations.
Senior Graduate Teaching Assistant
University of Warwick
Coventry, West Midlands
09.2021 - Current
- Facilitated positive, productive learning environments with engaging digital displays and effective resources.
- Managed and supported over 80 students in grouped Lab sessions including modules on computer security, social informatics, database systems, mobile robotics, programming, digital systems design, design of information structures, high performance embedded systems design, and HPC.
- Performed administrative activities such as taking attendance, marking assignments, providing detailed feedback, and maintaining student records.
- Prepared engaging, effective learning seminar sessions to boost stimulation and encourage further academic interest.
- Provided safe, stimulating classroom environments to maximise student engagement and attainment. Established effective classroom routines by providing high-quality practical support to teaching staff.
- Helped students explore concepts through challenging assignments and stimulating class discussions. Tutored students individually and in small groups to reinforce learning concepts from core subjects. Maintained sensitivity towards students with additional needs, continually improving their development and confidence.
- Taught online classes using Teams and Moodle to upload learning materials and assess students' work.
- Coordinated practical programming lab sessions for students to test in-class theories. Facilitated labs and seminars with opportunities to stimulate students' critical thinking and analysis. Tutored students struggling with lab material, improving understanding and academic performance.
- Supervised students to maintain adherence with health and safety requirements, within learning environments. Maintained clean work place standards to comply with school guidelines and procedures.
- Coordinated and supervised other Graduate Teaching Assistants in a group to manage over 80 students in grouped seminars and practical lab sessions.
- Developed and nurtured excellent relationships with students and staff, enhancing positive learning environments.
Technology and Media Team Lead/Deacon
Limbrick Woods Baptist Church
Coventry, West Midlands
09.2023 - Current
- Supervised and delivered recorded and streamed Church services and programmes to various Church online platforms.
- Resolved multimedia application defects quickly to minimise disruptions during church programmes ond operations.
- Debugged and maintained multimedia applications for optimised performance and excellent delivery of recorded and online streamed church services.
- Acted as subject matter expert, providing technical advice to Church Leadership, Congregation and other Unit members.
- Provided technology advancement expertise to wider development teams for continued infrastructure growth.
- Identified technology requirements and supported testing teams in developing robust support systems.
- Mentored, trained and supervised Team members for improved team capabilities.
- Provided technology support to other Church Units to achieve successful deliver of programmes and improved functionality.
Lecturer
University of Agriculture Makurdi
Makurdi, Benue State
11.2014 - 10.2019
- Designed exams, assessments and course content, including lecture material and writing assignments. Developed and updated curriculum to reflect contemporary issues, topics and industry advancements. Reported on programme data to support course management.
- Delivered lectures across six subjects including programming, computing, network modelling and simulation, numerical methods, information management, and microcomputer hardware and software techniques. Supported teaching delivery for both undergraduate and postgraduate subjects.
- Graded periodic exams, inputting marks and constructive feedback via digital and computer based applications. Formulated and submitted student progress reports to management.
- Monitored students' progress against educational targets, implementing positive interventions. Managed and supervised over 30 students in various groups - from project planning, design and development, and implementation - to successful completion of research projects, achieving 100% pass rate with distinction.
- Adapted varied teaching strategies for both F2F and online delivery, attaining student focused learning and catering to educational needs of both young adults and mature students. Lectured classes using exceptional communication techniques to enhance engagement.
- Scheduled regular meetings with students to discuss short-term and long-term goals. Encouraged students to develop skills in reflection, critical thinking and analysis.
- Offered academic and pastoral support to students requiring additional help, including references to enable them to win scholarship awards, study grants, admission offers to prestigious institutions, and job offers.
- Drafted and edited research proposals, papers and publications.
- Collaborated with colleagues and lecturers to enhance teaching procedures.
IT technical support intern
Stellenbosch University
Stellenbosch, Cape Town
11.2009 - 11.2009
- Liaised professionally with team members at all levels, adapting communication style to communicate technical ideas.
- Troubleshot operating systems, hardware and software problems to identify root causes.
- Participated in weekly department meetings to provide input on new and technical processes.
- Researched and investigated client complaints to make recommendations and action plans.
- Protected data and systems from viruses by maintaining robust security.
IT technical support intern
University of Jos
Jos, Plateau State
04.2006 - 10.2006
- Protected data and systems from viruses by maintaining robust security. Troubleshoot operating systems, hardware and software problems to identify root causes.
- Liaised professionally with team members at all levels, adapting communication style to communicate technical ideas.
- Presented technical solutions clearly in written or oral reports to enhance understanding. Provided support, education and training to increase user confidence navigating IT systems.
- Solved interruptions in machines and equipment through collaborations with internal and external third parties.
- Set-up new users with IT systems and equipment, offering further support and guidance to new starters.
- Delivered first-line support to troubleshoot, diagnose and resolve issues with company software. Offered flexible assistance to resolve major system issues outside of normal working hours.
- Participated in weekly department meetings to provide input on new and technical processes.
- Researched and investigated client complaints to make recommendations and action plans.
Education
Doctor of Philosophy - Engineering - Communication Systems
University of Warwick
Coventry 10.2019 - 02.2024
Master of Science - Communication Systems
Swansea University
Swansea, City and County of Swansea 09.2012 - 12.2013
Bachelor of Technology - Information and Communications Technology
Federal University of Technology, University of Mkar
Yola, Nigeria 01.2002 - 03.2008
Skills
- Research driven with strong analytical background
- Ability to combine advanced and applied computing techniques with ease backed up by programming skills
- Sound in varied and Advanced principles of Machine Learning, Deep Learning, Ensemble and Meta Learning
- Comprehensive knowledge of the theories of synthetic data engineering and generation, data processing, model optimization and multiclass classification
- Practical experience with data analysis, processing, and synthesis
- Proficient in Deep, Ensemble and Meta Learning modelling and analysis using advanced software packages
- Excellent oral and written communication skills, and confident in preparing and giving presentations
- Committed to pursuing professional development and working towards chartered computing and engineering qualifications
- Self-motivated, flexible, adaptive and a dependable team player
- Computing Skills: Machine Learning Algorithms; Applied Programming; Computer Maintenance; Data Synthesis; Data Visualization
- Platforms: Anaconda, JupyterLabs, AutoML, Visual Studio Code, Warwick HPC, VIRL, Virtual Computing
- Programming: Python, Pandas, Tensorflow, PyTorch, Sci-kit Learn, NumPy, Matplotlib, Scipy, Seaborn
- Hardware, Software and Multimedia troubleshooting
- Leadership
- Problem-solving
- Team building
- Communication skills
Work availability
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
Sunday
morning
afternoon
evening
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Affiliations
Membership of Professional Bodies - IET - 1101082932 | IEEE - 99481262 | IEEE ComSoc | INSTICC - 21898
Quote
The real test is not whether you avoid this failure, because you won’t. It’s whether you let it harden or shame you into inaction, or whether you learn from it; whether you choose to persevere.
Barack Obama
Timeline
Technology and Media Team Lead/Deacon
Limbrick Woods Baptist Church
09.2023 - Current
Senior Graduate Teaching Assistant
University of Warwick
09.2021 - Current
Doctor of Philosophy - Engineering - Communication Systems
University of Warwick
10.2019 - 02.2024
Machine Learning Research Engineer
University of Warwick School of Engineering
10.2019 - Current
Lecturer
University of Agriculture Makurdi
11.2014 - 10.2019
Master of Science - Communication Systems
Swansea University
09.2012 - 12.2013
IT technical support intern
Stellenbosch University
11.2009 - 11.2009
IT technical support intern
University of Jos
04.2006 - 10.2006
Bachelor of Technology - Information and Communications Technology
Federal University of Technology, University of Mkar
01.2002 - 03.2008
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