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职场能力评价定义
Johnny Hsieh
[email protected] • 0987332170 • Taipei, Taiwan
I am a seasoned data scientist with over 8 years of experience specializing in the application of deep learning techniques to solve real-world challenges. In 2016, I co-founded PxTag Co., a company dedicated to utilizing computer vision technology to enhance Instagram branding efforts. My role expanded as I took on the position of AI Director at a fintech startup, responsible for designing and implementing a machine learning system that evaluates customer ratings based on personal and market financial data.
My expertise in AI and blockchain technology led to opportunities such as overseeing a blockchain ICO project in Russia and co-founding a blockchain company where I developed the pioneering deep learning model for estimating the value of decentralized domain names. Currently, I manage ArgsData and MorphusAI, innovative companies focused on delivering cutting-edge data solutions and advancing digital human technology through advanced deep learning methodologies.
Professional Skills: Artificial Intelligence
Facial Recognition and Facial AI Technologies:
- Real-Time Facial Expression Tracking and Analysis: Utilizing advanced machine learning algorithms for immediate recognition and analysis of facial expressions, enhancing user interaction experiences.
- Emotion Recognition Systems: Developing AI systems capable of understanding and responding to user emotions, used to enhance customer service and user interactions.
Voice Technology (TTS):
- Natural Voice Generation: Employing Text-to-Speech (TTS) technology to convert text into natural, fluent voice across multiple languages, suitable for virtual assistants and customer service bots.
- Voice Interaction Interfaces: Developing voice interaction interfaces that enable digital personas to conduct natural dialogues, offering more humanized interaction methods.
Large Language Models and Natural Language Processing:
- Personalized Response Generation: Leveraging personality-driven large language models to provide customized responses based on different interaction contexts and user data.
- Context Understanding and Application: Deeply analyzing contextual information to optimize the model’s accuracy in complex dialogues and specialized domains.
Machine Learning and Data Analysis:
- Data Insights and Pattern Recognition: Using machine learning techniques to analyze big data, identifying user behaviors and consumption trends to support business decisions.
- Predictive Model Development: Building and tuning predictive models for market analysis and risk assessment in the fintech sector.
Cloud Computing and Platform Technologies:
- AI Model Deployment and Scaling: Deploying and managing AI models on major cloud platforms such as AWS and Google Cloud Platform, ensuring high performance and scalability.
- API Development and Integration: Providing stable API services to facilitate integration and usage by third-party developers and partners.
Language Skills
- Chinese: Fluent
- English: Fluent
- German (Deutsch): Basic knowledge
- Spanish (Español): Basic knowledge
Accelerator Memberships:
- Taiwan Startup Stadium (TSS): Member of a leading accelerator that helps Taiwanese startups gain international visibility and resources.
- Facebook Start: Participated in Facebook's program aimed at boosting startups through training, mentorship, and support. Microsoft
- BizSpark: Engaged with Microsoft’s program providing technology, support, and visibility to startup businesses.
- NTU Garage: Member of National Taiwan University’s startup incubator, fostering innovation and entrepreneurship among students and alumni.
Experience
MorphusAI, 2023 ~ Present
At MorphusAI, we are pioneering the next frontier of digital humanity by cloning minds with Large Language Models (LLMs). Our state-of-the-art facial AI, voice TTS technology, and personality-driven LLMs work together to create digital beings that not only look and sound human but also think and interact in uniquely personal ways.
AIT (American Institute in Taiwan), 2020
Policy studies
ArgsData
Argsdata 2019 ~ Present
Unsupervised learning & Social Media Analysis
ArgsData leverages the power of artificial intelligence to create the world's most detailed maps of social media landscapes. We pioneer new analytical methods and tools to help our partners navigate complex online networks. We cooperated with Samsung, Acer, Rakuten, AIT and public service.
Acer Philippines, 2019
The New Southbound Policy
Inviting speaker
ACER Academy Summit 2019 with this year’s theme “TEACHnology:Redefining Education in the AI Age"
Institute for Information Industry, 2019
The New Southbound Policy
AI lecturer
In response to the government’s New Southward Movement, I was invited to be an AI lecturer to teach AI academics and practical applications to local Taiwanese companies or local governments in Southeast Asian countries. ( Countries including Myanmar and the Philippines )
PortalNetwork, 2018 - 2019
Deeplearning & Blockchain
Building infrastructure for all kinds of protocol and industry ( Ethereum, Wanchain, Tomochain, Qtum, ICON....),and supplying consulting service and combine deeplearning and blockchain tech into product.
Adenovo
Deeplearning
By financial data I build multiple models for better helping our customers better evaluate their clients and make better business decisions.
PXTag and PXBot, Feb 2016 - Dec 2018
Swift , AI engineer and Firebase
By using Image recognition tech, I started a startup: PXtag, and now have over 1500 users with 32 countries and continually growing. We are also the member of several prestige accelerator : FB start, Bizpark (Microsoft), TSS, NTU garage.
Deep learning workshop, July 2017
Keras, sklearn, numpy, Anacoda, tensorflow, theano ,pandas, pytorch
I start series workshop and tutorials helping people knowing deep learning by solving real world problems.
TA not just only engineer but also helping ordinary people to start their first deep learning model.
AI consultant, Feb 2017
Beside my working time, I am aslo helping other startup to expand their business with AI, and study their case.
Johnny Hsieh
[email protected] • 0987332170 • Taipei, Taiwan
I am a seasoned data scientist with over 8 years of experience specializing in the application of deep learning techniques to solve real-world challenges. In 2016, I co-founded PxTag Co., a company dedicated to utilizing computer vision technology to enhance Instagram branding efforts. My role expanded as I took on the position of AI Director at a fintech startup, responsible for designing and implementing a machine learning system that evaluates customer ratings based on personal and market financial data.
My expertise in AI and blockchain technology led to opportunities such as overseeing a blockchain ICO project in Russia and co-founding a blockchain company where I developed the pioneering deep learning model for estimating the value of decentralized domain names. Currently, I manage ArgsData and MorphusAI, innovative companies focused on delivering cutting-edge data solutions and advancing digital human technology through advanced deep learning methodologies.
Professional Skills: Artificial Intelligence
Facial Recognition and Facial AI Technologies:
- Real-Time Facial Expression Tracking and Analysis: Utilizing advanced machine learning algorithms for immediate recognition and analysis of facial expressions, enhancing user interaction experiences.
- Emotion Recognition Systems: Developing AI systems capable of understanding and responding to user emotions, used to enhance customer service and user interactions.
Voice Technology (TTS):
- Natural Voice Generation: Employing Text-to-Speech (TTS) technology to convert text into natural, fluent voice across multiple languages, suitable for virtual assistants and customer service bots.
- Voice Interaction Interfaces: Developing voice interaction interfaces that enable digital personas to conduct natural dialogues, offering more humanized interaction methods.
Large Language Models and Natural Language Processing:
- Personalized Response Generation: Leveraging personality-driven large language models to provide customized responses based on different interaction contexts and user data.
- Context Understanding and Application: Deeply analyzing contextual information to optimize the model’s accuracy in complex dialogues and specialized domains.
Machine Learning and Data Analysis:
- Data Insights and Pattern Recognition: Using machine learning techniques to analyze big data, identifying user behaviors and consumption trends to support business decisions.
- Predictive Model Development: Building and tuning predictive models for market analysis and risk assessment in the fintech sector.
Cloud Computing and Platform Technologies:
- AI Model Deployment and Scaling: Deploying and managing AI models on major cloud platforms such as AWS and Google Cloud Platform, ensuring high performance and scalability.
- API Development and Integration: Providing stable API services to facilitate integration and usage by third-party developers and partners.
Language Skills
- Chinese: Fluent
- English: Fluent
- German (Deutsch): Basic knowledge
- Spanish (Español): Basic knowledge
Accelerator Memberships:
- Taiwan Startup Stadium (TSS): Member of a leading accelerator that helps Taiwanese startups gain international visibility and resources.
- Facebook Start: Participated in Facebook's program aimed at boosting startups through training, mentorship, and support. Microsoft
- BizSpark: Engaged with Microsoft’s program providing technology, support, and visibility to startup businesses.
- NTU Garage: Member of National Taiwan University’s startup incubator, fostering innovation and entrepreneurship among students and alumni.
Experience
MorphusAI, 2023 ~ Present
At MorphusAI, we are pioneering the next frontier of digital humanity by cloning minds with Large Language Models (LLMs). Our state-of-the-art facial AI, voice TTS technology, and personality-driven LLMs work together to create digital beings that not only look and sound human but also think and interact in uniquely personal ways.
AIT (American Institute in Taiwan), 2020
Policy studies
ArgsData
Argsdata 2019 ~ Present
Unsupervised learning & Social Media Analysis
ArgsData leverages the power of artificial intelligence to create the world's most detailed maps of social media landscapes. We pioneer new analytical methods and tools to help our partners navigate complex online networks. We cooperated with Samsung, Acer, Rakuten, AIT and public service.
Acer Philippines, 2019
The New Southbound Policy
Inviting speaker
ACER Academy Summit 2019 with this year’s theme “TEACHnology:Redefining Education in the AI Age"
Institute for Information Industry, 2019
The New Southbound Policy
AI lecturer
In response to the government’s New Southward Movement, I was invited to be an AI lecturer to teach AI academics and practical applications to local Taiwanese companies or local governments in Southeast Asian countries. ( Countries including Myanmar and the Philippines )
PortalNetwork, 2018 - 2019
Deeplearning & Blockchain
Building infrastructure for all kinds of protocol and industry ( Ethereum, Wanchain, Tomochain, Qtum, ICON....),and supplying consulting service and combine deeplearning and blockchain tech into product.
Adenovo
Deeplearning
By financial data I build multiple models for better helping our customers better evaluate their clients and make better business decisions.
PXTag and PXBot, Feb 2016 - Dec 2018
Swift , AI engineer and Firebase
By using Image recognition tech, I started a startup: PXtag, and now have over 1500 users with 32 countries and continually growing. We are also the member of several prestige accelerator : FB start, Bizpark (Microsoft), TSS, NTU garage.
Deep learning workshop, July 2017
Keras, sklearn, numpy, Anacoda, tensorflow, theano ,pandas, pytorch
I start series workshop and tutorials helping people knowing deep learning by solving real world problems.
TA not just only engineer but also helping ordinary people to start their first deep learning model.
AI consultant, Feb 2017
Beside my working time, I am aslo helping other startup to expand their business with AI, and study their case.