Data Scientist

• Aug 2021 - Present

Programmer

• Jul 2018 - Jul 2021

Working on site at the client's offices. 1. Image Processing Develope solutions by mainly using OpenCV, such as - real-time garbage detection on a belt conveyer from camera images - identical image detection on reports 2. Machine Learning Train, evaluate and improve neural networks by mainly using TensorFlow/Keras. Also, build prediction servers by using Docker and FastAPI, etc. - real-time detection of mismatch of bottles and caps from camera images - detection of corrosion damage in steal towers - real-time detection of people in the room from thermal camera images - improve accuracy of the above model 3. other tools - Docker, docker-compose - AWS (Lambda, S3, SNS, IoT) - scikit-learn - Ansible - ONNX, TensorFlow Lite, TensorRT - Elasticsearch, Kibana - Excel, PowerPoint

Researcher

• Aug 2017 - Jan 2018

Do a full-time intership at a business consulting firm as a researcher. 1. Research - Mainly do market and competitive researches in various fields, such as semiconductor, battery, monitoring sevices for elderly people. - Go to forums and exhibitions for collecting information. 2. Host Events - Host study groups and workshops at the "Healthcare IoT Consortium", which the company hosted. - Collaborate with 2 other organizations and discuss the future of the world based on IoT at one of the workshops. Successfully around 80 people from more than 20 companies participated in it. 3. Ideathons - Arange schedules, places and other stuffs for operating ideathons smoothly.

Advertising Sales Representative

• Apr 2016 - May 2017

Work mainly in the field of affiliate advertisement. - check clients' daily reports - make solutions and proposals for better performance - (optional) propose other products, such as display and listing ads Successfully contribute 150% Sales increase through affiliate services to one of my clients by selecting effective media, persuading to let me use more budget, and arranging business meetings with the media. Work mainly in the field of affiliate advertisement. - check clients' daily reports - make solutions and proposals for better performance - (optional) propose other products, such as display and listing ads Successfully contribute 150% Sales increase through affiliate services to one of my clients by selecting effective media, persuading to let me use more budget, and arranging business meetings with the media.