AI & Data Engineering student
Hi, I'm Lim Jin Bin
I am a hands-on learner who enjoys building step by step, with a strong interest in Data Analytics and Artificial Intelligence.
About Me
I am a mostly self-taught, project-driven learner who enjoys learning how to build practical tools with data. I have worked across the full flow, from cleaning datasets and automating workflows to building dashboards and experimenting with Machine Learning. Recently, I have been applying these skills through internship work at Johnson Controls, focusing on solutions that are clear, reliable, and help to drive growth for the team. I am interested in improving my skills and taking it a notch further in Data Analytics and Artificial Intelligence, and keen on using them to solve real-world problems.
I enjoy collaborating with others and learning as we progress. In my free time, I like excercising like running or going to the gym to destress.
AI Developer Conference 2025
ITP @ Johnson Controls
GYM
During my studies, I have
MAINTAINED
3.96
CGPA (Y3S1)
ATTAINED
36
A grades or higher
EARNED
5
Director's List Awards
Skills
AI & Machine Learning
Data Engineering
Web Dev
IOT
Cloud & Dev Ops
Certifications
Certifications I've earned so far. I'm always learning and adding more.
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Projects
AldiTalk
Full Stack | Azure AI | Flask
A full-stack speech-to-speech web app built to bridge everyday communication between elderly residents and their caregivers in Singapore care settings.
Optiflow
IOT | Raspberry Pi & Sensors | YOLOv8
A smart queue management system that uses a Raspberry Pi, sensors and YOLOv8 object detection model to track two queues in real time and reduce overcrowding in high foot traffic areas.
PlantiDoc
Computer Vision | Ollama | Flask
An AI plant doctor that helps users scan plant leaves, detect diseases, and receive actionable treatment recommendations
THE TEAM
Data Engineering | Kedro | Docker
Built an end-to-end ML pipeline to predict potential repeat buyers, orchestrated with Kedro and containerized with Docker for reproducible training and inference.
JIE Sustainability
Data Engineering | Power BI | CRISP-DM
Analyzed Singapore's CO2 emission data to identify trends and patterns, and to provide insights on how to reduce carbon emissions.
SigmaPrompter
Image Generation | Stable Diffusion | Hugging Face
An interactive AI-powered image guessing game created for NYP’s open house events to test player’s prompt skills by making them try to reverse engineer the prompt.
Testimonials
What colleagues and mentors have said about working with me.
"Jin Bin distinguished himself as one of the top students in his cohort, consistently achieving Grade A across all modules throughout his three years of study. He is a bright, diligent, and highly motivated student with outstanding academic performance and a solid theoretical foundation. He actively participated in class, raising insightful questions and delivering consistently high-quality practical work. I am confident that Jin Bin will excel in his future academic pursuits and recommend him with great enthusiasm."
— Zhao Zhiqiang
Senior Lecturer & Specialist, School of Engineering, Nanyang Polytechnic
Open recommendation letter (PDF)"During his internship, Jin Bin supported our team across multiple areas in many value-added tasks, including process automation, dashboarding and process improvement activities. He demonstrated a good working attitude throughout – willing to learn, receptive to feedback and consistently maintaining a positive and professional approach to his work. Jin Bin also worked well with the team and was dependable in completing assigned tasks."
— Sunil Shanaz bin Redzuan Perpinder
Director, Operational Excellence, SEA and Bid Management, APAC · Johnson Controls, Inc.
Open referral letter (PDF)