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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Present
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Software Engineer
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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
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4-6 years
國立台灣大學
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生物產業機電工程所
Research Assistant @Academia Sinica 中央研究院2019 ~ 2020
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Software Engineer
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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 language in text-based games. This involved a collaborative effort with an Israeli research team from a university in
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Chief Technology Officer @ Betravelo Pte. Ltd.
Betravelo Pte. Ltd.
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2019 ~ 2020
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Electrical Engineering
Ming Han, Chung
Software Engineer / Taipei, TW. / +886 932038621 / [email protected]
PROFILE
- 7 years of experience as a full-stack software engineer on web application development, B2B, B2B2C applications
- 4 years of engineering team leadership experience on Startup and SME companies.
- Specialize in the implementation of an SaaS system, with strong knowledge in early-stage product development and IT roadmap planning.
- Excellence in technical communication with peers and non-technical.
- Experience in creating a startup, coordinating with international colleagues, and producing business models.
EXPERIENCE
Technical Leader & Head of Software Development - Next Fortune Investments Limited Taiwan Branch - 2020.4 ~ present.
- Leading technology transformation such as cloud, event-streaming architecture.
- Introduced agile development to teams to increase work efficiency and completeness.
- Created a new large-scale API product to make approximately $150,000 revenue per month with 500k system requests per day.
- Built up and trained a new team, 12 members, for the new products and new business models .
- Created and implemented a business-driven IT roadmap that focused on adding value to business operations and made system more robust and scalable.
- Coached technology to teams, such as TDD, BDD, DDD, Architecture Design, and how to do the KISS principle in coding.
- Set up team development operating guidelines.
- Responsible for the company's cutting-edge technology research and development.
Co-Founder & Chief Technology Officer - Betravelo Pte. Ltd. - 2019.2 ~ 2020.2
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 .
Ming Han, Chung
Software Engineer / Taipei, TW. / +886 932038621 / [email protected]
PROFILE
- 7 years of experience as a full-stack software engineer on web application development, B2B, B2B2C applications
- 4 years of engineering team leadership experience on Startup and SME companies.
- Specialize in the implementation of an SaaS system, with strong knowledge in early-stage product development and IT roadmap planning.
- Excellence in technical communication with peers and non-technical.
- Experience in creating a startup, coordinating with international colleagues, and producing business models.
EXPERIENCE
Technical Leader & Head of Software Development - Next Fortune Investments Limited Taiwan Branch - 2020.4 ~ present.
- Leading technology transformation such as cloud, event-streaming architecture.
- Introduced agile development to teams to increase work efficiency and completeness.
- Created a new large-scale API product to make approximately $150,000 revenue per month with 500k system requests per day.
- Built up and trained a new team, 12 members, for the new products and new business models .
- Created and implemented a business-driven IT roadmap that focused on adding value to business operations and made system more robust and scalable.
- Coached technology to teams, such as TDD, BDD, DDD, Architecture Design, and how to do the KISS principle in coding.
- Set up team development operating guidelines.
- Responsible for the company's cutting-edge technology research and development.
Co-Founder & Chief Technology Officer - Betravelo Pte. Ltd. - 2019.2 ~ 2020.2
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 .