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I am a Technologist with 6 years of experience in AI, LLMs, computer vision, and IoT, specializing in building prototypes, PoCs, and MVPs that translate business needs into production-ready solutions. I’m proficient in Python and have hands-on experience deploying AI models for fraud detection, computer vision, and edge applications. I’m an accredited HRDcorp TTT Trainer, bilingual in Mandarin and English, and I’m passionate about driving innovation, leading cross-functional teams, and delivering scalable AI-powered solutions. In my current roles, I focus on bridging research and product by translating research-grade AI into practical, on-device and backend solutions. I enjoy optimizing models for real-world conditions, enabling automated data labeling workflows, and collaborating with perception engineering teams to ship robust mobile OCR and CV capabilities.…I am a Technologist with 6 years of experience in AI, LLMs, computer vision, and IoT, specializing in building prototypes, PoCs, and MVPs that translate business needs into production-ready solutions. I’m proficient in Python and have hands-on experience deploying AI models for fraud detection, computer vision, and edge applications. I’m an accredited HRDcorp TTT Trainer, bilingual in Mandarin and English, and I’m passionate about driving innovation, leading cross-functional teams, and delivering scalable AI-powered solutions. In my current roles, I focus on bridging research and product by translating research-grade AI into practical, on-device and backend solutions. I enjoy optimizing models for real-world conditions, enabling automated data labeling workflows, and collaborating with perception engineering teams to ship robust mobile OCR and CV capabilities.

Amirah Heng

AI Engineer, Data Scientist, Full Stack Developer, +2

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I am a Technologist with 6 years of experience in AI, LLMs, computer vision, and IoT, specializing in building prototypes, PoCs, and MVPs that translate business needs into production-ready solutions. I’m proficient in Python and have hands-on experience deploying AI models for fraud detection, computer vision, and edge applications. I’m an accredited HRDcorp TTT Trainer, bilingual in Mandarin and English, and I’m passionate about driving innovation, leading cross-functional teams, and delivering scalable AI-powered solutions. In my current roles, I focus on bridging research and product by translating research-grade AI into practical, on-device and backend solutions. I enjoy optimizing models for real-world conditions, enabling automated data labeling workflows, and collaborating with perception engineering teams to ship robust mobile OCR and CV capabilities.…I am a Technologist with 6 years of experience in AI, LLMs, computer vision, and IoT, specializing in building prototypes, PoCs, and MVPs that translate business needs into production-ready solutions. I’m proficient in Python and have hands-on experience deploying AI models for fraud detection, computer vision, and edge applications. I’m an accredited HRDcorp TTT Trainer, bilingual in Mandarin and English, and I’m passionate about driving innovation, leading cross-functional teams, and delivering scalable AI-powered solutions. In my current roles, I focus on bridging research and product by translating research-grade AI into practical, on-device and backend solutions. I enjoy optimizing models for real-world conditions, enabling automated data labeling workflows, and collaborating with perception engineering teams to ship robust mobile OCR and CV capabilities.

Available to hire

I am a Technologist with 6 years of experience in AI, LLMs, computer vision, and IoT, specializing in building prototypes, PoCs, and MVPs that translate business needs into production-ready solutions. I’m proficient in Python and have hands-on experience deploying AI models for fraud detection, computer vision, and edge applications. I’m an accredited HRDcorp TTT Trainer, bilingual in Mandarin and English, and I’m passionate about driving innovation, leading cross-functional teams, and delivering scalable AI-powered solutions.

In my current roles, I focus on bridging research and product by translating research-grade AI into practical, on-device and backend solutions. I enjoy optimizing models for real-world conditions, enabling automated data labeling workflows, and collaborating with perception engineering teams to ship robust mobile OCR and CV capabilities.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

Malay

Fluent

English

Advanced

Work Experience

Computer Vision Researcher (Remote) at Mobile Technologies Inc.

May 1, 2025 - Present

Developed advanced computer vision solutions, including face, ID, and fingerprint liveness detection models using a YOLO+DINOv3 hybrid approach with 99.8% accuracy across paper and screen replay attacks. Implemented aggressive data augmentation and multi-phase training to optimize performance across challenging imaging conditions. Built biometric fraud checks in the backend, exposed REST APIs, and integrated Python-based models via ONNX Runtime and inter-process communication. Translated Python CV image processing to optimized C++ and integrated ONNX models into Android applications for on-device, real-time detection of ID, passport, and face spoofing. Introduced SAM3 labeling methodology from Meta to speed up data labeling and produced automated batch testing, confidence analysis, and visualization workflows. Productized a mobile OCR application by translating Dart CV logic into optimized C++ in collaboration with perception engineering teams.

AI Technical Consultant (Contract) at CTI Resources Sdn. Bhd.

November 1, 2024 - October 1, 2025

Led Agentic AI chatbot POCs for manufacturing using Google’s ADK and Vanna AI as a database query agent. Conducted end-to-end technical sales presentations and product training for AI-based visual inspection solutions, engaging C-level and manufacturing operations leaders.

AI Engineer (Contract) at FarmByte Sdn. Bhd.

October 1, 2024 - May 1, 2025

Built a 30-day price-forecasting ML pipeline for 100+ SKUs achieving 90%+ accuracy using AutoML, MLFlow, Feature Store, SKForecast, Redis, and AWS Redshift/S3. Optimized LLM performance through prompt engineering and fine-tuning for agricultural use cases such as pest control management.

AI Technical Specialist Trainer at Selangor HR Dev. Centre.

August 1, 2022 - October 1, 2024

Trained 300+ professionals on IR4.0 technologies (Digital Twin, IoT, AI) through hands-on workshops, preparing and delivering Python/AI upskilling programs and real-world AI applications for graduates. Partnered with Swiss Smart Factory to implement Lean Manufacturing with Digital Twin (OPC UA) and train participants from CIAST Malaysia. Provided project support for IR4.0 digitalisation projects using IoT gateways with MQTT, Modbus, and Ethernet protocols, and helped clients store data in databases with SQL and visualize via Grafana.

Machinery Engineer at Epson Precision Malaysia Sdn Bhd.

January 1, 2021 - April 1, 2022

Awarded Best KPI Employee of the Year for designing Automated Package Transfer machines (SolidWorks 3D) that improved production line efficiency and yielded RM 96,000 in annual savings. Proficient in troubleshooting machine errors, addressing alignment issues, Vision Detection System, and implementing mechanical design changes.

Mechanical & Project Engineer at DMS Automation Sdn. Bhd.

November 1, 2019 - December 1, 2020

Designed micron- to millimeter-scale high-precision machineries for manufacturing and semiconductor sectors, and innovated F&B machines using SolidWorks. Provided on-site and in-house engineering support, guiding customers from initial design to issue resolution.