Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
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2021 ~ Sekarang
Software Engineer
Dalam satu bulan
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
Business Development / Product Manager / Product Marketing/ Strategy Manager
Dalam satu bulan
Jimmy Lu (呂正彥) Senior Product Manager [Consumer Electronics Expatriate PM/Sales/BD] Entrepreneurship business development & management Leadership flexible & efficient international/cross-functional organizing Target-oriented project lead & SOP consolidation, product lifecycle management Begin with the end in mind Go-to-market execution Taipei, Taiwan < > London, UK https://www.linkedin.com/in/itsjimmy/ [email protected] Work experience Senior Product Manager [Consumer NB & Gaming ] • ASUSTeK Computer Indonesia JulDec 2023 | Jakarta, Indonesia Key responsibilities & Achievements - #business management #business development #team leading #cross-functional organizing
Business Development Project Management
Cross-Functional Project Management
Product Life Cycle Management
Tidak bekerja
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Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立陽明交通大學(National Yang Ming Chiao Tung University)
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Bachelor of management , Management of Transportation and Logistics
Designed and implemented a reliable event-driven automatic order recognition system from scratch
With a variety of image recognition and processing technique, we're able to automatically process orders in different formats from email attachments with >99% accuracy and minimum human intervention
Implemented modularized and reusable system components with high extensibility and flexibility
Automatic stocks estimation and preparation
Aggregated massive item, unit, supply, and inventory data to provide estimation of today and future needs, suggested amount to buy, demand trend, incoming items etc.
Manage suppliers and its supplied items to automatically generate or combine purchase orders
Reduces efforts by providing an intuitive overview for making everyday stocks decisions, while preserving all data for future analysis.
Containerized all AI models in the pipeline and make each of them as micro services which makes management of versioning, model weights and dependencies for each models hassle-free
Concatenates each model services with MQT or HTTP, provides extremely flexible ways to composite AI pipelines with different sets, orders, or versions of AI models
With power offission and kubernetes, we have the ability to scale AI models individually to improve performance and prevent potential GPU memory leaks
Azure AD integration
Survey and integrate Azure AD to our SPA+API system architecture with OAuth2 and OIDC
Greatly reduced the efforts for PIC of other projects that needs the same functionality
Audio streaming and analyzing platform
Implemented an audio player with streaming capability and waveform presentation to provide intuitive interface for users
Dealing with large audio files by live transcoding and adjusting sample rate to acheive lowest latency
Services template for on-premise projects
Made a sample structure with prebuilt microservices as a template for all future client projects
Made modularized system components that allows easy adaption and extension
Awoo Inc.Backend Engineer Apr 2017 - Apr 2020
Search engine result page crawler
Crawl with extremely high performance with no blocking, a cluster of crawlers can fetch more than 1000 pages per minute
Refactor the code base from PhantomJS to puppeteer, which cuts the failure rate in half with enhanced error handling, readability, and the ease of maintenance.
Polymorphically crawls different search engines, regions, and devices to provide variety of data for SEO
Data warehouse and ETL
Implemented data caching and layering for designing high performance APIs that responses within 50ms
Ensure reliability for processing terabytes of dataset composed of hundreds of millions of crawled results and google analytics records
Deploy and monitor each step of the data processing with Dataflowrunner, reduce the costs of BigQueryby at least 30% from examining number of bytes each query actually reads
Postfix after-queue content filter
Refactor the code base from PHPto Gowhich improves the mail throughput by 300%
Designed with minimum CPU/RAM footprint and multi-threading in mind, handles more than 4000 mails per minute
Misc - Participated community projects and personal toy projects
rotki - An open source portfolio tracking, analytics, accounting and tax reporting tool that respects your privacy.
Designed and implemented a reliable event-driven automatic order recognition system from scratch
With a variety of image recognition and processing technique, we're able to automatically process orders in different formats from email attachments with >99% accuracy and minimum human intervention
Implemented modularized and reusable system components with high extensibility and flexibility
Automatic stocks estimation and preparation
Aggregated massive item, unit, supply, and inventory data to provide estimation of today and future needs, suggested amount to buy, demand trend, incoming items etc.
Manage suppliers and its supplied items to automatically generate or combine purchase orders
Reduces efforts by providing an intuitive overview for making everyday stocks decisions, while preserving all data for future analysis.
Containerized all AI models in the pipeline and make each of them as micro services which makes management of versioning, model weights and dependencies for each models hassle-free
Concatenates each model services with MQT or HTTP, provides extremely flexible ways to composite AI pipelines with different sets, orders, or versions of AI models
With power offission and kubernetes, we have the ability to scale AI models individually to improve performance and prevent potential GPU memory leaks
Azure AD integration
Survey and integrate Azure AD to our SPA+API system architecture with OAuth2 and OIDC
Greatly reduced the efforts for PIC of other projects that needs the same functionality
Audio streaming and analyzing platform
Implemented an audio player with streaming capability and waveform presentation to provide intuitive interface for users
Dealing with large audio files by live transcoding and adjusting sample rate to acheive lowest latency
Services template for on-premise projects
Made a sample structure with prebuilt microservices as a template for all future client projects
Made modularized system components that allows easy adaption and extension
Awoo Inc.Backend Engineer Apr 2017 - Apr 2020
Search engine result page crawler
Crawl with extremely high performance with no blocking, a cluster of crawlers can fetch more than 1000 pages per minute
Refactor the code base from PhantomJS to puppeteer, which cuts the failure rate in half with enhanced error handling, readability, and the ease of maintenance.
Polymorphically crawls different search engines, regions, and devices to provide variety of data for SEO
Data warehouse and ETL
Implemented data caching and layering for designing high performance APIs that responses within 50ms
Ensure reliability for processing terabytes of dataset composed of hundreds of millions of crawled results and google analytics records
Deploy and monitor each step of the data processing with Dataflowrunner, reduce the costs of BigQueryby at least 30% from examining number of bytes each query actually reads
Postfix after-queue content filter
Refactor the code base from PHPto Gowhich improves the mail throughput by 300%
Designed with minimum CPU/RAM footprint and multi-threading in mind, handles more than 4000 mails per minute
Misc - Participated community projects and personal toy projects
rotki - An open source portfolio tracking, analytics, accounting and tax reporting tool that respects your privacy.