Artificial Intelligence Engineer
AI and Mechatronics Engineer with 3+ years of experience specializing in manufacturing applications. Currently focused on developing machine vision solutions for product anomaly inspection, predictive maintenance analytics, and the integration of multi-device automation systems with data infrastructure. Have foundational experience in NLP and Generative AI and am actively expanding into full stack development to deliver comprehensive end-to-end AI applications.
How I Describe Myself
"They say mechatronics engineers are the ultimate 'jacks of all trades', and I definitely fit the bill. I thrive on complex challenges and love engineering the right solutions from the ground up. Whether it means leveraging the systems I already know, or diving headfirst into completely new technology stacks, I adapt readily to get the job done."
Work Experience
- Developed scalable AI pipelines for automated inspection and analytics, integrating computer vision and machine learning models on on-premises platforms, including NVIDIA Jetson devices and industrial PCs.
- Experienced in fine-tuning open-source vision and analytics models, including YOLO, YOLACT, Mask R-CNN, RF-DETR, Torchvision, PatchCore, Random Forest, SVM, and LSTM, for production-ready pipelines.
- Designed Python-based custom HMIs to interface inspection systems with automated production machines via TCP/UDP and MQTT protocols, integrating them with local data infrastructure.
- Developed Streamlit-based manufacturing analytics tools integrating regression and forecasting models for production monitoring and process optimization.
Experienced Skills
Programming
AI & MLOps
Machine Vision
Industrial Cameras
NLP
Hardware & Deployment
Data Visualization
Cloud AI & Version Control
UI Development
3D Design
Languages
My Education
Master of Science in Mechatronics Engineering (Research Mode)
Specialization: Artificial Intelligence
International Islamic University Malaysia (IIUM)
Bachelor of Mechatronics Engineering (Honours)
CGPA: 3.48
International Islamic University Malaysia (IIUM)
Subjects Taken:
Training & Certifications
Microsoft
Focus Areas: API-Based AI Integration and Cloud AI Workflows
Peneraju Teknologi PLUS AI and Machine Learning
2024YPPB-KISMEC
Focus Areas: Python, SQL, Azure AI Services, and Power BI
Deep Learning in Intelligent Video Analytics and Computer Vision
2023CUTe IIUM
Focus Areas: PyTorch and NVIDIA Jetson