Curriculum Vitae

Kevin Au Yeung

歐陽梓裴

AI/ML Engineer & Full-Stack Developer

Profile

I'm a Computer Science student at PolyU (graduating Jul 2026) with a unique path from Mechanical Engineering to software and AI. I combine hands-on hardware experience with full-stack development and machine learning — building everything from autonomous robots to production AI platforms. Previously at Skygazer, I built ML models for sentiment analysis and churn prediction. At ChatnLearn, I developed real-time AI education features spanning speech-to-text, dialogue, and text-to-speech. My Capstone with Vitargent achieved Grade A for automating zebrafish embryo defect detection using YOLO and ResNet.

Work Experience

Software Developer

ChatnLearn EdTech Limited

2025 – 2026
  • Built real-time STT with Whisper, AI dialogue with GPT/LLaMA 2, and TTS with ElevenLabs
  • Integrated Pipecat, Daily.co, Node.js, and AWS for multilingual oracy education sessions
  • 2nd RU EdUHK AI Ed Competition · HKD 100K HKSTP Ideation · CHKEA Shaper 2025 Champion
WhisperOpenAI GPTLLaMA 2ElevenLabsPipecatNode.jsAWS

AI Engineer

Skygazer Limited

2025 – 2026
  • Developed supervised learning models for sentiment analysis and churn prediction
  • Built pipelines with Python, scikit-learn, and TensorFlow — preprocessing to model tuning
  • Collaborated via GitHub, code reviews, and team presentations; authored team documentation
Pythonscikit-learnTensorFlowMatplotlibSeabornGitHub

Extra-Curricular Activities

President

PolyU FCMS Students' Union

Hong Kong

Apr 2025 – Present
  • Leading the Faculty of Computer and Mathematical Sciences student union
  • Organizing events, representing student interests, and driving faculty initiatives
LeadershipEvent PlanningPublic Speaking

Design & Promote

PolyU COMP Students' Union

Hong Kong

Apr 2023 – Apr 2024
  • Designed promotional materials and campaigns for Department of Computing events
  • Collaborated with committee members on outreach and student engagement
FigmaAdobe IllustratorDesign

Projects

Zebrafish Embryo AI Detection

2025 – 2026

Capstone Project · Grade A

AI/ML system with Vitargent automating developmental defect detection in zebrafish embryos using microscopy images.

PyTorchYOLOResNetStreamlitOpenCVAlbumentations

Secure Driver Behavior Analysis

2025

Full-Stack Cloud App

Secure web app with Flask and AWS (S3, Lambda, API Gateway, Cognito, EMR) for real-time driver behavior visualization.

FlaskAWSChart.jsSparkTOTPHTTPS

ChatnLearn AI Platform

2025

Real-time EdTech AI

Multilingual education platform with real-time speech-to-text, AI dialogue, and text-to-speech for oracy skills.

WhisperGPTElevenLabsPipecatDaily.coNode.js

Education

The Hong Kong Polytechnic University

Bachelor of Science (Hons) in Computer Science

Sep 2022 – Jul 2026
  • Anticipated graduation: Jul 2026
  • Capstone Grade: A

PolyU Hong Kong Community College

Higher Diploma in Mechanical Engineering

Sep 2020 – Jul 2022
  • Graduated with Distinction
  • Dean's List in Mechanical Engineering

Awards

2nd Runner-Up

EdUHK AI Ed Competition

2025

HKD 100,000

HKSTP Ideation Programme

2025

Champion

CHKEA Shaper 2025

2025

1st Runner-Up

Cambridge × NVIDIA Pitch

2025

Skills

Python / AI/ML92%
Full-Stack Web88%
Cloud (AWS)80%
C / C++75%
DevOps / Git85%

AI / Machine Learning

PythonPyTorchYOLOOpenCVscikit-learnTensorFlowAlbumentations

Full-Stack & Backend

React.jsNext.jsNode.jsFlaskFastAPISQLJavaScriptTypeScript

Cloud & DevOps

AWSLambdaS3CognitoFirebaseGitHubStreamlitEMR
Languages:EnglishCantoneseMandarin