Linear Algebra
Use vectors, matrices, and transformations to understand neural networks, image features, and embeddings.
Internship · 29 March 2027
AI ENGINEERING · XMUM
Wilbert Andrew
Yonathan.
Computer vision. Efficient AI.
I build lightweight vision models and AI applications, with careful experiments behind every result. Fourth-year AI Engineering student, based in Malaysia.
I buildlightweight detectors, reinforcement learning agents, and interactive AI applications.
3.77 / 4.00Current CGPA3–5 monthsInternship durationMalaysiaPreferred location
A closer look at my workFEATURED
FINAL-YEAR RESEARCH
PaddyLiteX
A compact backbone for paddy disease detection.
81.67%Recorded mAP@0.5
2.88MModel parameters
803 test images · One run per model01 / RELEVANT COURSEWORKAI ENGINEERING · XMUM
The foundations behind my work.
Selected courses I have taken at Xiamen University Malaysia, and how I apply their foundations in model training, evaluation, and AI applications.
Principle of AI
Understand intelligent systems and problem-solving methods, then connect AI concepts to practical applications.
Natural Language Processing
Work with text representations and retrieval to support explanations grounded in reference material.
Deep Learning
Design and train neural networks; compare architectures, optimization choices, and model complexity.
Advanced Machine Learning
Compare baselines and model variants through controlled experiments and careful evaluation.
Computer Vision
Build image-processing, classification, and object-detection pipelines, then evaluate their predictions.
Deep Reinforcement Learning
Train agents to make sequential decisions using PPO, reward shaping, curriculum learning, and self-play.
Advanced Data Analysis
Clean and explore datasets, visualize patterns, and interpret results to support reliable model evaluation.
Software Engineering
Organize code, structure application components, and turn model pipelines into maintainable interfaces and services.
02 / SELECTED WORKCOMPUTER VISION & APPLIED AI
Projects with a purpose.
Computer vision, reinforcement learning and applied AI. Explore the problem, my contribution, and the results.
No projects match this combination.
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03 / ABOUT ME
Curious about the problem. Careful with the evidence.
I'm Wilbert Andrew Yonathan, an Indonesian fourth-year AI Engineering student at XMUM.
I'm especially interested in a practical question: how can we make a model more useful without making it bigger? My work explores efficient computer vision, careful evaluation, and the step from a trained model to a usable application.
From paddy leaves to underwater organisms, I enjoy connecting the research, the code, and the experience someone sees on screen.
engineer.profile
Wilbert Andrew YonathanAI Engineering · XMUM
focusComputer vision & efficient AI
stageFourth-year undergraduate
nextInternship · 29 March 2027
3.77/4.00Current CGPA
2027Expected graduation
3–5 moInternship availability
04 / MY TOOLKIT
The tools I work with.
Programming, AI and machine learning, development tools, and the skills I bring to a team.
Programming
Python, C and C++.
AI / ML
Model training, image understanding and sequential decision-making.
Frameworks & Libraries
Libraries for learning, evaluation and interactive applications.
Tools & Workflow
Development environments, version control and deployment.
Soft Skills
Working with teams, explaining ideas and solving problems.
COMMUNICATION
Language capabilities.
- English
- Mandarin
- Indonesian
- Malay
- Hokkien
05 / BEYOND THE CODE
Achievements & leadership.
Academic progress and the people-facing experiences that shape how I work.
XMUM Merit ScholarshipAwarded for four consecutive years · 2023–2026
dPickleball competition
2ND PLACE · 13 TEAMSTrained and evaluated PPO agents for the AIT306 team project. Watch the competition.
Love in Action
HEAD OF PHOTOGRAPHY & VIDEOGRAPHYManaged media workflows and edited materials for community outreach.
XMUM AI Club
HEAD OF GENERAL AFFAIRSManaged logistics and coordinated external collaborators for a national-level AI event. Recognized for serving as Head of General Affairs for the dPickleball event.
Malaysia Cultural Bazaar
BOOTH EVENT SUPPORTSupported the Bojio? Onz Lah!!! booth event on 25 June 2025, recognized with a Certificate of Appreciation.
AIESEC XMUM
GENERAL AFFAIRS · ASSISTANT OF GENERAL AFFAIRSSupported administrative workflows, internal communication, and club activities. General Affairs in 2023–2024; Assistant of General Affairs in 2024–2025.
Dean's List
XIAMEN UNIVERSITY MALAYSIARecognized for the September 2024, April 2025, and September 2025 academic sessions. Current CGPA: 3.77 / 4.00.
06 / WHAT'S NEXT
LET'S BUILD SOMETHING USEFUL
Let’s build something useful.
Looking for an AI Engineering or Computer Vision internship
starting 29 March 2027, for 3–5 months.
Malaysia preferred. Also open to relevant part-time opportunities.