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I am a Senior Applied AI & Machine Learning Engineer who thrives on turning complex ideas into reliable, scalable software. I have 5 years of hands-on experience delivering production-grade AI systems, building end-to-end data and ML pipelines from ingestion to deployment, and optimizing performance in cloud-enabled environments. My strengths span high-performance C++ and Python development, cloud-integrated services, and scalable AI infrastructure. I enjoy collaborating with cross-functional teams to translate research concepts into practical solutions. I focus on production readiness, system reliability, and measurable results in real-world settings, including vision and detection for industrial and UAV applications, synthetic data generation to augment limited datasets, and continuous improvement of deployment workflows.…I am a Senior Applied AI & Machine Learning Engineer who thrives on turning complex ideas into reliable, scalable software. I have 5 years of hands-on experience delivering production-grade AI systems, building end-to-end data and ML pipelines from ingestion to deployment, and optimizing performance in cloud-enabled environments. My strengths span high-performance C++ and Python development, cloud-integrated services, and scalable AI infrastructure. I enjoy collaborating with cross-functional teams to translate research concepts into practical solutions. I focus on production readiness, system reliability, and measurable results in real-world settings, including vision and detection for industrial and UAV applications, synthetic data generation to augment limited datasets, and continuous improvement of deployment workflows.

Kevin Han

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

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I am a Senior Applied AI & Machine Learning Engineer who thrives on turning complex ideas into reliable, scalable software. I have 5 years of hands-on experience delivering production-grade AI systems, building end-to-end data and ML pipelines from ingestion to deployment, and optimizing performance in cloud-enabled environments. My strengths span high-performance C++ and Python development, cloud-integrated services, and scalable AI infrastructure. I enjoy collaborating with cross-functional teams to translate research concepts into practical solutions. I focus on production readiness, system reliability, and measurable results in real-world settings, including vision and detection for industrial and UAV applications, synthetic data generation to augment limited datasets, and continuous improvement of deployment workflows.…I am a Senior Applied AI & Machine Learning Engineer who thrives on turning complex ideas into reliable, scalable software. I have 5 years of hands-on experience delivering production-grade AI systems, building end-to-end data and ML pipelines from ingestion to deployment, and optimizing performance in cloud-enabled environments. My strengths span high-performance C++ and Python development, cloud-integrated services, and scalable AI infrastructure. I enjoy collaborating with cross-functional teams to translate research concepts into practical solutions. I focus on production readiness, system reliability, and measurable results in real-world settings, including vision and detection for industrial and UAV applications, synthetic data generation to augment limited datasets, and continuous improvement of deployment workflows.

Available to hire

I am a Senior Applied AI & Machine Learning Engineer who thrives on turning complex ideas into reliable, scalable software. I have 5 years of hands-on experience delivering production-grade AI systems, building end-to-end data and ML pipelines from ingestion to deployment, and optimizing performance in cloud-enabled environments. My strengths span high-performance C++ and Python development, cloud-integrated services, and scalable AI infrastructure.

I enjoy collaborating with cross-functional teams to translate research concepts into practical solutions. I focus on production readiness, system reliability, and measurable results in real-world settings, including vision and detection for industrial and UAV applications, synthetic data generation to augment limited datasets, and continuous improvement of deployment workflows.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Advanced

Chinese

Fluent

Work Experience

Senior AI Algorithm Engineer at UAV Infrastructure Inspection Systems

January 1, 2025 - Present

Led end-to-end AI inspection platform development covering data ingestion, preprocessing, model inference, post-processing, and automated reporting pipelines. Designed and deployed high-resolution YOLOv5x detection solutions optimized for small-object recognition in large-scale aerial inspection workflows. Built synthetic data generation pipelines using Stable Diffusion and LoRA fine-tuning to address limited real-world datasets and improve model robustness. Developed high-performance inference services using ONNX and TensorRT in modern C++, achieving millisecond-level latency in production environments. Delivered structured AI outputs (JSON reports and automated PDFs) integrated into downstream business and data systems. Collaborated with cross-functional engineering teams to continuously improve system reliability and deployment workflows.

AI Algorithm Engineer at Semiconductor & High-Precision Industrial Vision

January 1, 2024 - January 1, 2025

Redesigned vision processing modules in modern C++, replacing memory-intensive Halcon workflows and reducing peak memory usage by ~60%. Built scalable visualization and data processing pipelines enabling interactive rendering of 50M+ chip units within ~600 ms. Implemented geometric data processing algorithms including ICP registration and RANSAC-based modeling for precision measurement workflows. Supported ongoing system optimization, maintenance, and performance improvements in production environments.

Computer Vision Algorithm Engineer at Industrial Automation

January 1, 2021 - January 1, 2023

Developed computer vision and data processing modules using OpenCV, Halcon, and deep learning models. Built multithreaded Qt-based applications integrating cameras, sensors, PLCs, and robotic systems into unified inspection platforms. Participated in full software development lifecycle including system integration, testing, deployment, and long-term maintenance.