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I am a Senior Machine Learning Engineer and AI Researcher with over six years of experience specializing in Industry 4.0 solutions. I have a strong background in developing AI models, machine vision algorithms, and cloud-based architectures to improve manufacturing processes and enable smart automation. My passion lies in leveraging advanced algorithms and machine learning techniques to solve complex industrial problems efficiently. Throughout my career, I have led cross-functional teams and collaborated with data scientists and engineers to translate AI models into production-ready solutions deployed worldwide. I enjoy mentoring teams and adopting best practices in software development and MLOps to maintain high-quality and scalable AI systems. Outside of work, I have contributed to innovative projects like remote stereo blindness assessment tools through virtual reality and actively participate in hackathons and tech conferences.…I am a Senior Machine Learning Engineer and AI Researcher with over six years of experience specializing in Industry 4.0 solutions. I have a strong background in developing AI models, machine vision algorithms, and cloud-based architectures to improve manufacturing processes and enable smart automation. My passion lies in leveraging advanced algorithms and machine learning techniques to solve complex industrial problems efficiently. Throughout my career, I have led cross-functional teams and collaborated with data scientists and engineers to translate AI models into production-ready solutions deployed worldwide. I enjoy mentoring teams and adopting best practices in software development and MLOps to maintain high-quality and scalable AI systems. Outside of work, I have contributed to innovative projects like remote stereo blindness assessment tools through virtual reality and actively participate in hackathons and tech conferences.

Poh Wencuan

AI Engineer, Data Scientist, Developer, +2

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I am a Senior Machine Learning Engineer and AI Researcher with over six years of experience specializing in Industry 4.0 solutions. I have a strong background in developing AI models, machine vision algorithms, and cloud-based architectures to improve manufacturing processes and enable smart automation. My passion lies in leveraging advanced algorithms and machine learning techniques to solve complex industrial problems efficiently. Throughout my career, I have led cross-functional teams and collaborated with data scientists and engineers to translate AI models into production-ready solutions deployed worldwide. I enjoy mentoring teams and adopting best practices in software development and MLOps to maintain high-quality and scalable AI systems. Outside of work, I have contributed to innovative projects like remote stereo blindness assessment tools through virtual reality and actively participate in hackathons and tech conferences.…I am a Senior Machine Learning Engineer and AI Researcher with over six years of experience specializing in Industry 4.0 solutions. I have a strong background in developing AI models, machine vision algorithms, and cloud-based architectures to improve manufacturing processes and enable smart automation. My passion lies in leveraging advanced algorithms and machine learning techniques to solve complex industrial problems efficiently. Throughout my career, I have led cross-functional teams and collaborated with data scientists and engineers to translate AI models into production-ready solutions deployed worldwide. I enjoy mentoring teams and adopting best practices in software development and MLOps to maintain high-quality and scalable AI systems. Outside of work, I have contributed to innovative projects like remote stereo blindness assessment tools through virtual reality and actively participate in hackathons and tech conferences.

Available to hire

I am a Senior Machine Learning Engineer and AI Researcher with over six years of experience specializing in Industry 4.0 solutions. I have a strong background in developing AI models, machine vision algorithms, and cloud-based architectures to improve manufacturing processes and enable smart automation. My passion lies in leveraging advanced algorithms and machine learning techniques to solve complex industrial problems efficiently.

Throughout my career, I have led cross-functional teams and collaborated with data scientists and engineers to translate AI models into production-ready solutions deployed worldwide. I enjoy mentoring teams and adopting best practices in software development and MLOps to maintain high-quality and scalable AI systems. Outside of work, I have contributed to innovative projects like remote stereo blindness assessment tools through virtual reality and actively participate in hackathons and tech conferences.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Malay

Advanced

Chinese

Intermediate

Work Experience

Senior Machine Learning Engineer / System Integrator Lead at Micron Semiconductor, Singapore

December 31, 2024 - August 4, 2025

Led a cross-functional team including data scientists, data engineers, analysts, and software engineers to develop and deploy end-to-end manufacturing AI solutions worldwide. Focused on Smart Use Case Methodology and CRISP-DM for machine learning projects. Managed sprint planning, feature prioritization, and retrospective meetings, improving the software development process. Optimized algorithm performance and designed machine learning architecture for real-time model monitoring using Google Cloud Platform and MLOps best practices. Mentored R&D teams on MLOps, software development, and deployment. Achievements include stabilizing AI/ML prediction pipelines with 99% uptime and 1-minute latency handling 6 million sensor predictions per hour, designing a custom NLP clustering model to identify root causes of pipeline failure, and collaborating to improve anomaly detection and metrology models.

SOC Power Analysis Engineer / AI Engineer at Intel Microelectronics (M) Sdn. Bhd., Kulim, Malaysia

December 31, 2021 - August 4, 2025

Translated requirements from SOC engineers into AI solutions and developed platforms for pre-silicon validation modeling. Mentored a small team on research and development efforts. Delivered a generic data cleaning and validation platform improving verification speed drastically. Developed AI models optimizing third party SOC IP signal matching with high true positive rates, enhancing validation productivity. Created expert model architectures using NLP to translate engineer queries to database commands.

R&D Researcher (Software) at Vitrox Corporation, Penang

April 9, 2018 - August 4, 2025

Led software teams and acted as software architect gathering client requirements and designing software architecture using UML. Researched machine vision, machine-to-machine communication, and Industry 4.0 solutions. Coordinated development, quality assurance, deployment, and technical support with clients and vendors. Mentored new staff and interviewed talent. Achievements include improving automated machine vision algorithms, leading machine-to-machine API standards, winning company awards, mentoring winning teams in innovation competitions, and delivering I4.0 centralized platform solutions funded by government grants.

Senior Machine Learning Engineer / System Integrator Lead at Micron Semiconductor

January 1, 2024 - August 4, 2025

Led a cross-functional team to translate machine learning models into end-to-end manufacturing solutions deployed worldwide using Smart Use Case Methodology and CRISP-DM. Conducted sprint planning, managed feature priorities, and facilitated continuous software process improvement. Optimized algorithm performance and designed machine learning architecture pipelines with real-time model lifecycle monitoring using Google Cloud Platform and MLOps best practices. Mentored R&D teams and collaborated with vendors to enhance industry 4.0 solutions. Achieved 99% uptime with 1-minute latency for sensor predictions processing 6 million sensors per hour and designed custom NLP clustering methods to improve dataflow failure analysis.

SOC Power Analysis Engineer / AI Engineer at Intel Microelectronics (M) Sdn. Bhd.

December 31, 2021 - August 4, 2025

Translated key requirements from SOC engineers into AI solutions and led a team to develop a pre-silicon validation modeling platform with REST API and DAG programming. Developed an AI model for third-party SOC IP signal matching achieving 85% automation with 100% true positive rate. Delivered an expert model architecture using NLP and generic database storage to convert human queries into SQL commands. Improved validation speed significantly and supported SOC engineers' productivity.

R&D Researcher (Software) at Vitrox Corporation

April 9, 2018 - August 4, 2025

Led software development teams as architects, converted client requirements into UML architecture designs, and researched machine vision and industry 4.0 solutions. Coordinated software deployment, quality assurance, and technical support internationally. Mentored newcomers and interns. Achievements included improving automated machine vision algorithms and GUI, winning top performer awards, standardizing machine-to-machine communication APIs, and leading teams to victory in innovation competitions. Designed generic edge agent and data lake platforms securing government grant funding.