Position: AI engineer
Category: Data Science
English level: upper
Years of experience: 3


1. Green White Solutions: ML Engineer| 2022.02 ~
        I.SKU Object detection YOLO
2. Tidesquare: Data scientist | 2021.11 ~ 2022.10
        I. Spearheaded cutting-edge projects on deep learning-based recommendation, harnessing the power of data to deliver personalized and highly accurate recommendations.
        II. Implemented collaborative filtering techniques to enhance user experiences by providing relevant and targeted content.
        III. Leveraged listwise ranking algorithms to optimize content presentation and improve overall user engagement.
           
3. Autosemantics: Research Engineer | 2019.8 ~ 2021.11
        I. Pioneered advancements in computer vision, excelling in tasks such as object detection, keypoint detection, image segmentation, and image classification.
        II. Developed an expertise in NLP through successful implementations of entity recognition systems, contributing to the extraction of valuable information from unstructured text data.
        III. Leverage the power of reinforcement learning techniques, specifically DDPG and DQN, to optimize energy consumption, highlighting a dedication to sustainable practices.
        IV. Applied data-driven approaches to wind turbine data analysis, identifying patterns and insights to optimize performance.
        V. Demonstrated proficiency in web crawling using popular frameworks such as Selenium, Scrapy, Splash, and Beautifulsoup, facilitating data acquisition from online sources.
        VI. Showcased skills in creating intuitive UI applications using Builder C++ and PyQt5, delivering seamless user experiences.
        VII. Spearheaded Flask-based web development projects with a focus on efficient database management, ensuring robust and scalable solutions.
        VIII. Leveraged time series data analysis and prediction methods to extract valuable insights and inform strategic decision-making.
        IX. Developed an innovative Android application, Watereyes, for anomaly detection, combining mobile technology with cutting-edge algorithms to address real-world challenges.