Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
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2021 ~ Hiện tại
Software Engineer
Trong vòng một tháng
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive
Betravelo is a business travel platform that gives users the flexibility to book their trips wherever they like whether it is Skyscanner, Hotels.com, Airbnb, or Grab while giving businesses the tracking and control that they need.
Tech
Created a large-scale business travel management SaaS platform featuring booking agent, trip control and management (like the google trip tool), expensing, and reimbursing system, and making approximately $20,000 in GMV per month.
Completed the booking agent part of the application independently and led 5 software engineers to accomplish other parts within two months.
Created and implemented a business-driven IT roadmap that focused on adding value to business operations and increasing sales. (NodeJS, Lambda, DynamoDB, Elasticsearch, Elasticache, API gateway, Cognito, S3, SES, React, Redux, React-Native, Serverless Architecture.)
Collaborated with 5 different cultures and 6 different nationalities.
Business
Established and developed business models and product strategies.
Presented product to investors and closed the angel round funding.
Negotiated supplier contracts, resulting in a full inventory of flights and better product sales strategies.
Software Engineer - Groundhog Technologies Inc. - 2017.5 ~ 2018.5
Groundhog Technologies is a leader in mobile network and user analytics, enabling operators to accurately pinpoint the location and experience of subscribers, mine deep network and user insights, and implement proactive solutions across network, customer care, and marketing use cases.
Covmo 3
Built a 3D map interface for visualizing gigabyte telecom analysis data, and maintained the entire system. (Java, Javascript)
Covmo 5
Led Jr. Front-End Engineers to develop 5th generation production from a sketch. Responsible for designing the architecture, implementing key features for the product, introducing front-end framework and data visualization libraries to team members who I had trained (React, Redux React-thunk, Html5/JS)
The React Wrapper Library for Openlayer map 3+ and Cesium map libraries
Created React wrapper for OpenLayers 3+ and Cesium map libraries to increase rendering speed. (React, Openlayer.js, Cesium.js)
Creator - Alldaygreen.com - 2016.4 ~ 2017.1
Created an organic food e-commerce website, resulting in an average of 30,000 visits per month, featuring shops, marketplace, auctions, and console system for updating items. (Html5/JS, PHP, MySQL)
Researcher - National Chung-Shan Institute of Science & Technology - 2015.5 ~ 2017.5
National Chung-Shan Institute of Science & Technology is the national first-level research center in Taiwan mainly dedicated to the research and development of military defense technology and space technology.
AS9001 Certification
As a project manager, controlled, managed and implemented the certification plan according to the AS9001’s specifications to make Spark UAV pass the aviation Certification.
Spark UAV
Built an engine control unit for Spark, a fixed-wing aircraft for military use. Also, served as a project manager, responsible for the entire project in cooperation with 20 professional and technical departments. (Digital circuit design, Embedded Systems, C/C++)
UAV Defending System
Created an image-based visual servo tracking algorithm and a captured fire control system to enable the drone to track, capture and carry targets to achieve a drone defense system. (Digital circuit design, Embedded Systems, C/C++, Reinforcement Learning)
Moon Lander
Created a star-mapping algorithm and collaborated with NASA to build a space navigation system for the moon lander project. (C++, Algorithm Design)
PROFESSIONAL SKILL
7+ years of software development experience.
Specialized in Back-End development with C#, NodeJS, TDD, DDD, Event-Streaming, Architecture Design.
Familiar with kubernates, nginx, and Kafka.
Familiar with Front-End development with ECMAScript and React and Redux frameworks.
Experience with Lambda, DynamoDB, API gateway, S3, Elasticsearch, Cognito, and SES, SQS, Redis, etc.
Experience with Golang, C/C++, JAVA, PHP, SQL, non-SQL, and Linux.
EDUCATION
National Sun Yat-sen University, 2015, Emphasis in Machine Learning. M.S. in Electrical Engineering
Yuan Ze University, 2012 B.S. in Computer Science
.
Betravelo is a business travel platform that gives users the flexibility to book their trips wherever they like whether it is Skyscanner, Hotels.com, Airbnb, or Grab while giving businesses the tracking and control that they need.
Tech
Created a large-scale business travel management SaaS platform featuring booking agent, trip control and management (like the google trip tool), expensing, and reimbursing system, and making approximately $20,000 in GMV per month.
Completed the booking agent part of the application independently and led 5 software engineers to accomplish other parts within two months.
Created and implemented a business-driven IT roadmap that focused on adding value to business operations and increasing sales. (NodeJS, Lambda, DynamoDB, Elasticsearch, Elasticache, API gateway, Cognito, S3, SES, React, Redux, React-Native, Serverless Architecture.)
Collaborated with 5 different cultures and 6 different nationalities.
Business
Established and developed business models and product strategies.
Presented product to investors and closed the angel round funding.
Negotiated supplier contracts, resulting in a full inventory of flights and better product sales strategies.
Software Engineer - Groundhog Technologies Inc. - 2017.5 ~ 2018.5
Groundhog Technologies is a leader in mobile network and user analytics, enabling operators to accurately pinpoint the location and experience of subscribers, mine deep network and user insights, and implement proactive solutions across network, customer care, and marketing use cases.
Covmo 3
Built a 3D map interface for visualizing gigabyte telecom analysis data, and maintained the entire system. (Java, Javascript)
Covmo 5
Led Jr. Front-End Engineers to develop 5th generation production from a sketch. Responsible for designing the architecture, implementing key features for the product, introducing front-end framework and data visualization libraries to team members who I had trained (React, Redux React-thunk, Html5/JS)
The React Wrapper Library for Openlayer map 3+ and Cesium map libraries
Created React wrapper for OpenLayers 3+ and Cesium map libraries to increase rendering speed. (React, Openlayer.js, Cesium.js)
Creator - Alldaygreen.com - 2016.4 ~ 2017.1
Created an organic food e-commerce website, resulting in an average of 30,000 visits per month, featuring shops, marketplace, auctions, and console system for updating items. (Html5/JS, PHP, MySQL)
Researcher - National Chung-Shan Institute of Science & Technology - 2015.5 ~ 2017.5
National Chung-Shan Institute of Science & Technology is the national first-level research center in Taiwan mainly dedicated to the research and development of military defense technology and space technology.
AS9001 Certification
As a project manager, controlled, managed and implemented the certification plan according to the AS9001’s specifications to make Spark UAV pass the aviation Certification.
Spark UAV
Built an engine control unit for Spark, a fixed-wing aircraft for military use. Also, served as a project manager, responsible for the entire project in cooperation with 20 professional and technical departments. (Digital circuit design, Embedded Systems, C/C++)
UAV Defending System
Created an image-based visual servo tracking algorithm and a captured fire control system to enable the drone to track, capture and carry targets to achieve a drone defense system. (Digital circuit design, Embedded Systems, C/C++, Reinforcement Learning)
Moon Lander
Created a star-mapping algorithm and collaborated with NASA to build a space navigation system for the moon lander project. (C++, Algorithm Design)
PROFESSIONAL SKILL
7+ years of software development experience.
Specialized in Back-End development with C#, NodeJS, TDD, DDD, Event-Streaming, Architecture Design.
Familiar with kubernates, nginx, and Kafka.
Familiar with Front-End development with ECMAScript and React and Redux frameworks.
Experience with Lambda, DynamoDB, API gateway, S3, Elasticsearch, Cognito, and SES, SQS, Redis, etc.
Experience with Golang, C/C++, JAVA, PHP, SQL, non-SQL, and Linux.
EDUCATION
National Sun Yat-sen University, 2015, Emphasis in Machine Learning. M.S. in Electrical Engineering
Yuan Ze University, 2012 B.S. in Computer Science
.