About
Greetings! I'm Kelvin — a Systems Engineer and ML Operations expert with a passion for building scalable, high-quality solutions. Currently serving as the Transportation Project Director at the BECT Institute (SCSU), I bring a wealth of experience in AI-driven systems and human-centered design. I’m also open to select freelance collaborations. If you're launching a new initiative or seeking expert guidance, let’s connect and bring your vision to life.
Download my cvMy Skills
Machine Learning
Python
Computer Vision
NLP
DevOps
Pytorch
What i do
ML Applications/Operations
A highly skilled ML Systems Engineer with a strong foundation in cloud computing (AWS, Azure, and GCP), adept at designing and implementing cloud solutions. Proficient in containerization technologies like Docker and Kubernetes, enabling efficient deployment and management of machine learning models. Possesses the expertise to construct MLOps pipelines, streamlining the development and deployment of machine learning solutions. Additionally, possesses a sound knowledge of Linux and proficiency in popular machine learning frameworks such as Keras, PyTorch, and TensorFlow, ensuring the successful integration of cutting-edge AI technologies into complex systems
Human-Factors Research
My expertise encompasses cognitive science and human factors, particularly in areas such as understanding human driver behavior, designing perception algorithms for autonomous vehicles, and creating user-friendly vehicle interface designs. I have also delved into areas like assessing the ergonomics of vehicle controls, analyzing the effects of in-car distractions on driver focus, and developing advanced driver-assistance systems (ADAS) that enhance safety and user experience.
Consultancy
As well as providing development services, strategic advisory on digital transformation and data-driven decision making.
My recent Works
See the full list on my Google Scholar profile.
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