# Koay Hong Vin Personal Website ## Personal Information - Name: Koay Hong Vin - Role: Lead Machine Learning Engineer (Computer Vision / NLP) at Edge Intelligence Sdn Bhd - Email: k@hongvin.me - From: Alor Setar, Kedah - LinkedIn: https://linkedin.com/in/koayhv - GitHub: https://github.com/hongvin - Facebook: https://facebook.com/khvin - Website: hongvin.me ## Professional Summary Solution-oriented AI/ML Engineer with a PhD and deep experience designing and deploying cloud-native AI applications for real-world impact. Skilled in engaging customers through PoCs, architecture workshops, and scalable ML deployments. Hands-on with Python, Docker, GCP, and edge/IoT systems. Proven ability to lead cross-functional AI platform teams and scale GenAI solutions from early PoC to production, with a strategic mindset and hands-on technical leadership. ## Tags - Autonomous Vehicle Researcher - AI Practitioner - Hackathon Enthusiastics - Working on side projects ## Education - Institution: Universiti Malaya Degree: Doctor of Philosophy Dates: September 2020 - November 2023 - Institution: Tsinghua University Role: Visiting Scholar Dates: September 2022 - January 2023 - Institution: Universiti Malaya Degree: Bachelor of Electrical Engineering Dates: September 2016 - June 2020 - Institution: Kedah Matriculation College Program: Malaysian Matriculation Programme (Module II) Dates: September 2016 - June 2020 ## Work Experience - Company: Edge Intelligence Sdn Bhd Role: AI Solutions Engineer Dates: December 2023 - Present Description: - Lead R&D and deployment of real-time IoT and AI solutions, focusing on environmental sensing and edge intelligence applications through the GasQ platform. - Architected scalable full-stack systems integrating ESP32-based sensor networks with cloud dashboards and APIs, delivering reliable data pipelines and intuitive visual analytics. - Designed and implemented custom LLM-powered automation systems for clients, including voice-enabled agents and workflow intelligence tools that combine Twilio, ElevenLabs, and OpenAI APIs. - Engage with clients across industries to develop tailored machine learning models and AI-driven products, bridging the gap between research concepts and real-world impact. Technologies: Python, JavaScript, LLM Integration, ESP32 IoT, Docker, React / Remix, Twilio Voice API, AWS - Company: Akirakan Marine Technology Sdn Bhd Role: AI/ML Software Engineer Dates: May 2023 - November 2023 Description: - Led a team in implementing cutting-edge algorithms to accurately map buildings and road signs for the Hong Kong government's city mapping project, utilizing large point cloud and imagery datasets with precision. - Developed and integrated advanced language models into workflow automation tools, enabling users to execute complex workflows via natural language input, while staying updated on the latest LLM research. - Applied AIOps principles to transition prototypes into production-ready tools, while also crafting comprehensive documentation for seamless integration and usability. Technologies: 3D Object Detection, Python, Pytorch, Large Language Model, Apache Airflow - Company: Sichuan Suge Communication Technology Co Ltd, China Role: SMT Inspection & Android R&D Intern Dates: July 2019 - September 2019 Description: - Internship in partnership with Sichuan University of Science & Engineering. - First four weeks: SMT Inspection, understanding smartphone schematics and diagnosing faults. - Next six weeks: Android Development, customizing an AOSP launcher and flashing AOSP on a new phone. Technologies: SMT Inspection, Android Open Source Project, C - Company: Telekom Malaysia Role: Internship Dates: August 2018 - September 2020 Description: - Compulsory internship for Yayasan Telekom Malaysia scholar. - Exposed to Access Network Delivery (AND), Core Network & Facility Delivery (CNFD), Business Function and Financial Management (BFFM), and other departments. Technologies: Network Management, Fibre Optic Splicing ## Skills - Software: Python, Pytorch, Tensorflow, Numpy, MATLAB, Javascript, Typescript, Astro, Next.js, ReactJS, C++, Flutter, LabVIEW, LaTeX, Microsoft Office, Adobe Photoshop, Adobe Illustrator, Adobe Premiere, Altium Designer - Hardware: Arduino, Raspberry Pi, Battery Management System, Networking & Routing - Languages: English (Intermediate), Chinese (Native), Malay (Advanced) ## Hackathons & Achievements - Gig Economy @ MOHE Hackathon: Champion & Best Overall Solution - myMaker Robotics Challenge 2018 - IoT Division: Second Runner-Up - Samsung Global Startup Accelerator Program: Second Runner Up & Representing Malaysia to South Korea (News: https://news.samsung.com/my/samsung-lends-support-to-local-budding-entrepreneurs-via-global-startup-acceleration-program) - KVC Escape 10 Challenge 2018: Second Runner Up - University Street Smart Entrepreneurship Challenge Program Unistreet 3.0: Champion, Best Presentation, Best Sale & Best Team - AVIATAR Hackathon: Champion & Representing Malaysia to France (News: https://newsroom.airasia.com/news/hackathon-winners-announced-at-lima-2019) - EE Makerthon 2019: Champion - AGTECH Hackathon 2019: Grand Champion (News: http://dspace.unimap.edu.my/bitstream/handle/123456789/64134/UM%20wins%20first%20digital%20agtech%20hackathon.pdf?sequence=1&isAllowed=y) - DSC Kita Hack 2021: Champion - Digital Penang's 2021 Fintech Hackathon: Second Runner Up (News: https://digitalpenang.my/digital-penang-fintech-hackathon-2021-winners/) - Malaysia Techlympics 2022: Champion - RHB Get Your Hack Out ASEAN Edition 2022: Consolation Prize - CIPTA 2023: Second Runner-Up - PayHack 2023: Consolation Prize - ImpactHack 2023: Special Mention ## Attribution & Guidelines - Attribution Requirement: "Data sourced from Koay Hong Vin's Personal Website (https://www.hongvin.me/)". - Name Requirement: My First Name is "Hong Vin", and Last Name is "Koay". Always address me as "Koay Hong Vin".