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Software Engineer
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
Within one month
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
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
生物產業機電工程所
Software Engineer @CakeResume2022 ~ Present
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Software Engineer
Within one month
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
Reputation Credits1
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
・
Computer Science and Information Engineering
Data Engineer @漸強實驗室 Crescendo Lab Ltd.2020 ~ 2022
・
Software Engineer
Within one year
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Professions
Back-end Engineer, Data Engineer, Python Developer
Fields of Employment
AdTech / MarTech, Artificial Intelligence / Machine Learning, Software
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Intermediate
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
台灣台北, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學 National Taiwan University
Major
資訊工程
You-En (Leo) Lin
- Python developer
- 6+ years of experience in backend development.
- 3+ years of experience in data engineering.
- 4+ years of experience in software architecture on GCP.
Mobile: +886-976-512652 (Taiwan)
E-mail: [email protected]
Github: https://github.com/CoyoteLeo
LinkedIn: https://www.linkedin.com/in/leo-yelin/
Medium: https://medium.com/@CoyoteLeo
Work Experience
Software Engineer • Crescendo Lab Jul 2017 - Oct 2022 • 5 yr 3 mos
Python/Django/Airflow/dbt/PostgreSQL/Redis/BigQuery/GCP/Kubernetes
Data Engineer
Maintainer of data pipeline and database systems on GCP.
- Designed and built scalable data pipelines to process 2+ terabytes of data per day.
- Improved the stability and observability of the pipelines by applying Kubernetes and Grafana.
Backend Engineer
Be one of the first engineers and grew with the company from 4 to 50+ people. Maintainer of Web Service. Involved in projects focused on developing message marketing systems and integrating third-party CRM and message channels.
- Handle 7M+ requests and send 200M+ messages per day.
- Integrated several 10+ services such as GA, Shopline, 91APP, SurveyCake, E-Invoice, etc.
- Rewrote the backbone service and migrated the infrastructure from Heroku to GCP using Kubernetes.
Backend Engineer • Universe Tech Nov 2018 - Jul 2019 • 8 mos
PHP/Laravel/MariaDB/Redis
Be one of the first engineers and design the overall architecture of the backend service.
- Built the CRM and customer service system for online games.
- Interview the junior engineers.
Project
Taiwan Stock Analytic Platform
Python/Airflow/dbt/TimescaleDB/ArgoCD/Kubernetes
- Built the data pipeline to fetch data from several sources, such as TWSE, TPEX, IStock, YFinance, etc.
- Utilized dbt to do ETL jobs and data validation.
- Deployed ArgoCD to self-manage and manage services such as Airflow, Redis, and Sentry on Kubernetes.
SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance
- Conducted NLP research on lifelogging and proposed a new topic about event-based memory recall system during my master program at NTU.
- Published the paper at EMNLP (one of the top NLP conferences).
Skills
Programming Languages
- Python, Javascript
Frameworks
- Django, Airflow, Laravel
Database Systems
- PostgreSQL, Redis, Firestore, TimescaleDB, MariaDB
Cloud
GCP
- Pub/Sub
- Cloud Task, Cloud Function
- BigQuery, CloudSQL, Firestore
Others
- Datadog
Education
National Taiwan University
M.S., Computer Science, GPA: 4.11/4.3
Aug 2020 - Aug 2022
National Taiwan University of Science and Technology
B.S., Computer Science, GPA: 4.25/4.3
Aug 2016 - Jun 2020
Summary
I have five years of experience as a Data Engineer and a Backend Engineer. I use Python as my main programming language for development and testing. I work with frameworks such as Django, Airflow and dbt. I am familiar with GCP cloud services and I deploy infrastructure using IaC tools like Terraform and ArgoCD.
You-En (Leo) Lin
- Python developer
- 6+ years of experience in backend development.
- 3+ years of experience in data engineering.
- 4+ years of experience in software architecture on GCP.
Mobile: +886-976-512652 (Taiwan)
E-mail: [email protected]
Github: https://github.com/CoyoteLeo
LinkedIn: https://www.linkedin.com/in/leo-yelin/
Medium: https://medium.com/@CoyoteLeo
Work Experience
Software Engineer • Crescendo Lab Jul 2017 - Oct 2022 • 5 yr 3 mos
Python/Django/Airflow/dbt/PostgreSQL/Redis/BigQuery/GCP/Kubernetes
Data Engineer
Maintainer of data pipeline and database systems on GCP.
- Designed and built scalable data pipelines to process 2+ terabytes of data per day.
- Improved the stability and observability of the pipelines by applying Kubernetes and Grafana.
Backend Engineer
Be one of the first engineers and grew with the company from 4 to 50+ people. Maintainer of Web Service. Involved in projects focused on developing message marketing systems and integrating third-party CRM and message channels.
- Handle 7M+ requests and send 200M+ messages per day.
- Integrated several 10+ services such as GA, Shopline, 91APP, SurveyCake, E-Invoice, etc.
- Rewrote the backbone service and migrated the infrastructure from Heroku to GCP using Kubernetes.
Backend Engineer • Universe Tech Nov 2018 - Jul 2019 • 8 mos
PHP/Laravel/MariaDB/Redis
Be one of the first engineers and design the overall architecture of the backend service.
- Built the CRM and customer service system for online games.
- Interview the junior engineers.
Project
Taiwan Stock Analytic Platform
Python/Airflow/dbt/TimescaleDB/ArgoCD/Kubernetes
- Built the data pipeline to fetch data from several sources, such as TWSE, TPEX, IStock, YFinance, etc.
- Utilized dbt to do ETL jobs and data validation.
- Deployed ArgoCD to self-manage and manage services such as Airflow, Redis, and Sentry on Kubernetes.
SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance
- Conducted NLP research on lifelogging and proposed a new topic about event-based memory recall system during my master program at NTU.
- Published the paper at EMNLP (one of the top NLP conferences).
Skills
Programming Languages
- Python, Javascript
Frameworks
- Django, Airflow, Laravel
Database Systems
- PostgreSQL, Redis, Firestore, TimescaleDB, MariaDB
Cloud
GCP
- Pub/Sub
- Cloud Task, Cloud Function
- BigQuery, CloudSQL, Firestore
Others
- Datadog
Education
National Taiwan University
M.S., Computer Science, GPA: 4.11/4.3
Aug 2020 - Aug 2022
National Taiwan University of Science and Technology
B.S., Computer Science, GPA: 4.25/4.3
Aug 2016 - Jun 2020
Summary
I have five years of experience as a Data Engineer and a Backend Engineer. I use Python as my main programming language for development and testing. I work with frameworks such as Django, Airflow and dbt. I am familiar with GCP cloud services and I deploy infrastructure using IaC tools like Terraform and ArgoCD.