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職場能力評價定義
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.