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Projects

 Toss Securities(Dec. 2023 ~ Feb. 2024)

NoOps Team | Commercial project

Role
Backend Engineer
Skills
Python
K8S
Achievements
Improved No-code Admin audit logging
Improved Multi-tenant deployment pipeline

 Asleep(Aug. 2022 ~ Nov. 2023)

Sleep Tech | Commercial project

Role
Backend Engineer
Cloud Engineer
Skills
Software design
Domain-driven design
MSA
Python
API: FastAPI
Test: Pytest
Database
MySQL
Redis
Cloud
AWS
IaC: AWS CDK
Monitoring
Datadog
Achievements
Implemented global paid sleep tracker
Report, Interpretation, Statistics, Subscription, etc.
Implemented inference architecture serving Generative AI
Stable Diffusion (w/ diffusers)
Implemented data pipelines for data analysis
MySQL CDC, AWS DMS, AWS RedShift
Optimized infrastructure costs

ABLY(Jan. 2022 ~ Aug. 2022)

Advertising system | Commercial project

Role
Backend Engineer
Skills
Python
API: Django & Django REST Framework
Test: PyTest
Async/Batch: Celery
Docs: DRF-yasg
Database
MySQL
Redis
ElasticSearch
Cloud
AWS
Achievements
Implemented Ads core features
Display, Payment, Settlement, Statistics, etc.
Cooperated with ML engineers
Recommendation, CTR prediction, A/B tests, etc.
Implemented batch processing(w/ Celery)
Optimized query & index

 HangFive(Aug. 2022 ~ Dec. 2021)

Friends Discovery | Commercial project

Role
Backend Engineer
Growth Hacker
Skills
Python
API: Django & Django REST Framework
Test: PyTest
Docs: OpenAPI Spec 3.0
BI - Growth Hacking & Data Visualization
SQL
Tools: BigQuery, Holistics
Database
MySQL
Redis
Cloud
AWS
Achievements
Implemented core features
Friends matching, Fortune, Social community, etc.
Implemented cross platform InApp purchase(w/ Template method pattern)
Implemented loosely coupled event handling(w/ Django signals & Observer pattern)
Event triggers Cache invalidation, Slack alert, Logging
Implemented API response tests(w/ PyTest & Schema)
Speeched at PyCon Korea 2021

Python DDD

Python Domain-deriven Design | Open source ( 300+)

Role
Author
Skills
Python
FastAPI
Pydantic
sqlalchemy
Software design

Reflex

Full-stack Python framework | Open source ( 15k+)

Role
Contributor
Skills
Python
Meta programming

Django-DDD

Domain-driven Design for Django without DRF | Open source

Role
Author
Skills
Python
Django & Django Ninja
PyTest
Software design

Pepsi Korea(Jun. 2020 ~ Jul. 2020)

Pepsi Korea promotion event | Commercial project

Role
Backend developer
Skills
Python
API: Django & Django REST Framework
Docs: DRF-yasg
Points to note
Implemented coupon rewards service
Cooperated with global Pepsi DevOps team
Migrated server & database from AWS to Azure