03/06/2026 updated

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Artificial Intelligence (AI) Engineer | Researcher | Specialising in AI & Computer Vision

Tampin, Malaysia
Worldwide
Master of Philosophy in Information Technology
Tampin, Malaysia
Worldwide
Master of Philosophy in Information Technology

Profile attachments

Resume_Calvin Yap.pdf

About me

I am a proficient Artificial Intelligence (AI) engineer and a researcher actively involved in cutting-edge research and development. I specialize in the skilful integration of deep learning, machine learning, and computer vision techniques.

Academic WritingArtificial IntelligenceArtificial Neural NetworksComputer VisionAuthenticationsBankingComputer ProgrammingContent AnalysisFraud Prevention and DetectionImage ProcessingMachine LearningResearch MethodologiesPatent ApplicationsPattern RecognitionWriting DocumentationSoftware EngineeringTechnical WritingsTechnical DocumentationDeep LearningConvolutional Neural NetworksPublishing
Artificial Intelligence and Machine Learning
Deep learning model development for document authentication, fraud detection, and computer vision applications with expertise in neural networks and ML pipeline optimization

Computer Vision and Image Processing
Advanced image processing techniques including feature detection, pattern recognition, and convolutional neural networks for identification document analysis

Document Authentication Technologies
Specialized knowledge in security hologram analysis, document forgery detection, and anti-fraud technologies for banking and government sectors

Research Methods and Academic Writing
Comprehensive research methodology skills with published papers and patent applications in document authentication field

Software Engineering and Programming
Programming expertise in developing production-deployed AI solutions and maintaining end-to-end machine learning pipelines

Data Preprocessing and Model Training
Advanced skills in data preprocessing, model evaluation, deployment, and post-deployment monitoring for machine learning systems

Technical Documentation
Technical writing capabilities for patent filings, research publications, and comprehensive project documentation

Problem-Solving and Communication
Strong analytical problem-solving abilities combined with effective communication skills for presenting complex technical findings

Languages

ChineseNative speakerEnglishGood

Project history

Artificial Intelligence (AI) Engineer

Innov8tif Solutions Sdn. Bhd.
● Innov8tif Solutions Sdn. Bhd. is a leading Southeast Asian RegTech firm specializing in AI-driven ID verification and e-KYC (Electronic Know Your Customer) solutions for the banking, telecom, and government sectors.

● Performed applied research and experimentation on AI and computer vision techniques for document authentication and fraud detection, contributing to innovative, production-deployed solutions.

● Designed, trained, and optimized high-accuracy deep learning models for ID card and passport forgery detection and screen recapture attack identification, improving robustness against real-world fraud scenarios.

● Built and maintained end-to-end Machine Learning (ML) pipelines with the team, encompassing data preprocessing, model training, evaluation, deployment, and post-deployment monitoring while ensuring peak performance, reliability, and reproducibility.

● Authored technical documentation and contributed to patent filings with the team for novel document authentication and anti-fraud technologies, enhancing the overall quality of our innovative projects.

Research Intern

Nagaoka University of Technology
● Nagaoka University of Technology is a graduate-focused Japanese national university emphasizing practical engineering education, applied research, and industry-oriented innovation in science and technology.

● Evaluated and analyzed combinations of machine learning methods with various feature detectors and descriptors for image feature detection and matching to enhance system performance.

● Applied image processing and Convolutional Neural Networks (CNNs) to architect an animal classification system, resulting in improved accuracy in animal identification.

● Delivered weekly presentations of my findings to Master's students and supervisors during scheduled Friday knowledge-sharing sessions.

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