Contact me
deokjongmoon at gmail dot com
or
moondeokojong at gmail dot com
last updated on 2025-03-10
Summary
Pro, ready to go
Pro, familar
Hobby, interested
- Current MSc Data Science student at the University of St Andrews(ranked No 2. in the UK)
- I love to work as a ML engineer, but I enjoy working on backend stuff as well
- The reason I love ML is because of its strong relationship with maths
- I'm eager to contribute to open-source projects, such as Huggingface Diffusers, and have an experience of it in Hyundai Motors' project to adapt the diffusion model for its needs
Experience
2024.03 ~ Present
1y
@ CSI-Vision
ML Engineer
- AI Image Gen AI - conditional self-piercing rivet image generation using Diffusion model : Hyundai Motors
- OOM management using pytorch.org/memory_viz
- Huggingface model customisation
- Web UI using Django
- AI Semantic Segmentation - self-piercing rivet images : Hyundai Motors
- Data annotation using Cvat
- Improving performance on different themed-datasets through data augmentation
- AI Korean keywords extraction model - extraction from Naver News website using KeyBERT : National Disaster Management Research Institute
- AI Proof of concepts (GNN, 3D volume prediction, Signal processing ...)
2022.07 ~ 2024.03
1y 8m
@ PublicAI
ML/Backend Engineer
- Backend MDM - Android devices controling API development : ICR
- AWS EC2, Gateway, etc. setup
- Google's Android Management API used
- Java-written Android app maintenance
- Firebase Cloud Messaging used for push notification
- Backend NDFaas(National Diginal Forensic System) - Mobile data extraction API development : Supreme Prosecutors' Office
- The biggest project participated yet(with more than 50 people involved)
- AI Recommender system - Job recommendation API maintenance in national recruitment service : Korea Enployment Information Service
- DeepFM model maintenance
- Data analysis to improve job matching metrics
2021.12 ~ 2022.06
0y 6m
@ AIFFEL AI school
Dev bootcamp
- K-Digital Training
- Basic data analysis & visualisation
- Basic ML & DL with Stanford's CS231n lectures
- Advanced DL track for Computer Vision
Experience(non-dev)
2020.01 ~ 2021.09
1y 8m
@ ThePlantEat
- Data-driven vegan food manufacturer
- `Eat's Better` online shop management & SCM
2018.08 ~ 2019.08
1y
@ Tasty9
- Korean ready-meal manufacturer
- Purchasing management & SCM
2016.02 ~ 2016.08
0y 6m
@ EPPN
- Advertising Agency
- Employees' internal communication website(LiVE) management : Samsung Electronics
Education & Military Service
2025.03 ~ Present
0y
@ University of St Andrews (UK)
- MSc Data Science
2012.09 ~ 2015.09
3y
@ University of Westminster (UK)
- BA Television Production
2011.09 ~ 2012.09
1y
@ Bellerbys Colleage London
- Media Foundation (preparational course for universtiy)
2009.08 ~ 2011.06
1y 10m
@ R.O.K.A (Military service)