Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

Hi, I’m Tino Matsika, an analytical and results-driven AI/ML engineer and researcher specializing in AI/ML applications for network optimization and high-performance computing (HPC). I design lightweight predictive models for SmartNIC-based traffic forecasting and have a proven track record of deploying real-time systems in constrained hardware environments. I’m a strong communicator and educator with experience teaching, mentoring, and delivering AI/ML education programs. I thrive in fast-paced, cross-disciplinary teams and enjoy turning complex research into practical solutions that improve performance and outcomes.…Hi, I’m Tino Matsika, an analytical and results-driven AI/ML engineer and researcher specializing in AI/ML applications for network optimization and high-performance computing (HPC). I design lightweight predictive models for SmartNIC-based traffic forecasting and have a proven track record of deploying real-time systems in constrained hardware environments. I’m a strong communicator and educator with experience teaching, mentoring, and delivering AI/ML education programs. I thrive in fast-paced, cross-disciplinary teams and enjoy turning complex research into practical solutions that improve performance and outcomes.

Tino Matsika

AI Engineer, Data Scientist, AI Developer





Hi, I’m Tino Matsika, an analytical and results-driven AI/ML engineer and researcher specializing in AI/ML applications for network optimization and high-performance computing (HPC). I design lightweight predictive models for SmartNIC-based traffic forecasting and have a proven track record of deploying real-time systems in constrained hardware environments. I’m a strong communicator and educator with experience teaching, mentoring, and delivering AI/ML education programs. I thrive in fast-paced, cross-disciplinary teams and enjoy turning complex research into practical solutions that improve performance and outcomes.…Hi, I’m Tino Matsika, an analytical and results-driven AI/ML engineer and researcher specializing in AI/ML applications for network optimization and high-performance computing (HPC). I design lightweight predictive models for SmartNIC-based traffic forecasting and have a proven track record of deploying real-time systems in constrained hardware environments. I’m a strong communicator and educator with experience teaching, mentoring, and delivering AI/ML education programs. I thrive in fast-paced, cross-disciplinary teams and enjoy turning complex research into practical solutions that improve performance and outcomes.

Available to hire

Hi, I’m Tino Matsika, an analytical and results-driven AI/ML engineer and researcher specializing in AI/ML applications for network optimization and high-performance computing (HPC). I design lightweight predictive models for SmartNIC-based traffic forecasting and have a proven track record of deploying real-time systems in constrained hardware environments.

I’m a strong communicator and educator with experience teaching, mentoring, and delivering AI/ML education programs. I thrive in fast-paced, cross-disciplinary teams and enjoy turning complex research into practical solutions that improve performance and outcomes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Graduate Research Assistant at Queen's University

April 1, 2024 - April 1, 2024

Conducted master's research on applying machine learning to optimize network traffic in HPC environments using SmartNICs. Designed and evaluated lightweight predictive models for real-time traffic prediction on constrained hardware. Contributed to two IEEE publications and presented findings at international conferences.

Teaching Assistant at Queen's University

April 1, 2024 - April 1, 2024

Supported lab-based instruction, technical troubleshooting, and grading for multiple undergraduate Electrical & Computer Engineering courses, including embedded computing and programming.

Machine Learning Fellow at AI4 Good Lab

August 1, 2021 - August 1, 2021

Led sessions reinforcing foundational ML concepts, including supervised/unsupervised learning, deep learning, and sequence models; provided technical guidance on ML model selection, data preprocessing, and project development; mentored students to build confidence and deliver outcomes.

AI Program Design & Delivery Intern at Vector Institute

June 1, 2023 - June 1, 2023

Assisted in the development and management of AI upskilling and education programs, including talks series, multi-day workshops, and multi-week training; designed and delivered hands-on sessions and mentoring; provided guidance on ML concepts.