Web(Backend)
Innovative R&D Engineer with a proven track record at Geumdo System, specializing in machine learning and backend development. Skilled in Python and software development, I excel in transforming complex data into actionable insights. Adept at research presentation, I have successfully integrated multiple systems, enhancing operational efficiency and user experience.
1. sentiment analysis system(ML/DL Engineer)
- period : 08/23 ~ 04/24)
- description: positive,negative,neutral anlysis using review data
- stack : python, fastapi, tensorflow, lstm, docker etc...
2. 3d printer control system(Backend Engineer)
- period : 06/24 ~ 11/24
- description : using prusa cli slicer and prusa web ui, at the web it can possible to control prusa 3d printer
- stack : python, fastapi, prusa slicer, web proxy etc...
3. image to 3d convert service(ML/DL Engineer)
- period : 04/25 ~
- description : put image to convert 3d modeling files with TRELLIS model
- stack : Redis,TRELLIS,OpenCV,Pillow,Trimesh,FastAPI,Prometheus,
Pydantic,docker,react,TypeScript,Three.js,Redux Toolkit,Material-UI,Webpack
4. Web System Integration(SI) Systems
- descrption : almost 10 and 10+ system develop
- stack : spring,laravel etc...
5. Build Network System infrastructure in workspace
1) gitlab
- description : to need private git solution
- stack : docker
2) automatic backup system
- descprtion : in order to be not exist backup system, i made
for customers
- stack : shell script, crontab, lftp
3) many kinds of real servers
- description : VM solutions(VMWare), on promise installs, docker install instead(10 over servers)
AED(Auto External Defibrillator) Team : make a AED program
- period : 05/18 ~ 08/18
- stack : c,rtos etc...
Manual Defi Team : make a manual defibrillator program
- period : 09/18 ~ 04/20
- stack : c, c++, qutty, rtos etc...
Design development
Web(Backend)
ML/DL
Embedded
DevOps
Engineer Information Processing
Key Accomplishments
Driving
Travel
Research about Life
Take a photo
Engineer Information Processing
Linux Master Level 2