Jason Wu
Verified Expert in Engineering
Software Developer
Hong Kong, Hong Kong
Toptal member since July 22, 2022
Jason is a senior full-stack developer with over seven years of experience building digital products from scratch, including web, native, and hybrid mobile apps. He uses Python, Go, React, TypeScript, and React Native and has extensive experience setting up CI/CD and managing deployment through Kubernetes. Jason has used his experience with NLP, computer vision, machine learning, and deep learning models to build smart home products, in-app face decoration features, and recommendation engines.
Portfolio
Experience
- OpenCV - 8 years
- Go - 7 years
- Python 3 - 7 years
- React - 6 years
- TypeScript - 6 years
- React Native - 5 years
- PyTorch - 4 years
- Kubernetes - 4 years
Availability
Preferred Environment
Slack, Python 3, React, TypeScript, Go
The most amazing...
...product I've worked on is FormX.ai, a data extraction tool for transforming information from physical documents into structured data.
Work Experience
Software Engineer, Tech Lead, and AI Specialist
Oursky
- Oversaw and developed the technical side of multiple client projects, including web, native, and mobile hybrid apps. I also worked on the proof of concept and research-type projects related to computer vision and machine learning.
- Created FormX.ai, a SaaS product that performs structured data extraction from various document images using computer vision and NLP. The product is based on the analysis of existing and custom-built deep learning models.
- Wrote a cross-platform mobile app using C++ and the OpenGL Shading Language. The app is used for face morphing and adding 2D and 3D face decorations.
- Used Objective-C and Metal to develop an image stitcher that aims to mimic the iOS panorama feature.
- Developed a product recommendation engine by modifying BERT. The engine accommodates different user and product attributes.
Software Developer
Noon (HK) Limited
- Built a software simulation and prototype for IoT and smart home products using Go. The prototype is an application that runs on the BeagleBone board.
- Defined and implemented the mobile application and web front-end API to access the product.
- Conducted load testing on the AWS cloud infrastructure and worked on hardware and third-party integration.
Firmware Engineer
ViXS Systems
- Conducted research and handled the development of the ViXS XCode family of video and audio transcoder firmware.
- Developed, tested, and debugged firmware and software tools for various XCode chip uses, including digital television, personal video recorders, set-top boxes, transcoder sticks, and multimedia computers.
- Resolved technical issues and provided support to customers who are some of the leading consumer electronics manufacturers, including Toshiba, NEC, and LG.
Experience
FormX.ai
http://www.formx.aiWorking on FormX.ai required experience with full-stack development, computer vision, and image analysis, along with the knowledge of applying different existing and custom-built deep learning models related to computer vision and NLP.
Education
Master's Degree in Robotics, Systems, and Control
ETH Zürich - Zürich, Switzerland
Bachelor's Degree in Computer Engineering
The Chinese University of Hong Kong - Hong Kong
Skills
Libraries/APIs
React, OpenCV, REST APIs, PyTorch, Scikit-learn
Tools
Git
Languages
Python 3, JavaScript, TypeScript, Go, TypeScript 3, Swift, Kotlin, C, Python
Platforms
Kubernetes, Docker, Amazon Web Services (AWS), Google Cloud Platform (GCP), Linux, Kubeflow
Frameworks
React Native
Other
Software Engineering, Computer Science, Embedded Systems, ARM, Distributed Systems, Linear Control Systems, Machine Learning, Computer Vision, Raft Consensus Algorithm
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