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Kihwan Kim is listed as Machine Learning and DevOps engineer of Allbigdat. at Allbigdat, a company with 12 employees, based in Yongin, Gyeonggi, Korea, Republic Of. AeroLeads shows a matched LinkedIn profile for Kihwan Kim.
Kihwan Kim previously worked as Machine Learning Engineer at Allbigdat and ML Developer at Aizen Global. Kihwan Kim holds 석사, 소프트웨어융합학과 from Kyung Hee University 경희대학교.
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Hello, I am machine learning engineer in ALLBIGDAT, Korea start-up.Also at the same time studying in Kyung Hee University Graduate school, majoring Artificial Intelligence.I am involved in the development and operation of machine learning services.Programming Skill- PostgreSQL, Fast-API, TensorFlow, PyTorch, Python, OpenCV, Keras, Kafka, AirflowDevelopment tools- VS Code, PyCharm, sublime text, Vi, VimPlatform- windows, Ubuntu, OSX
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Pangyo, Seongnam-si, Gyeonggi-do, Republic Of Korea
ML Engineer- Korean classification (BERT, KoBERT, KoGPT, GPT3 etc.)- Sensor data classification (S-ARIMA DNN based etc.)- Image classification (ResNET, CNN based etc.)- Object detection (Faster-R-CNN, YOLO etc)- Object Tracking (DeepSORT, Faster-R-CNN, YOLOv4 etc.)- Recommender System (Collaborative Filtering, NCF, Graph Embedding, GNN based etc.)- Image.
Refactoring- The structure of the complex code was changed to a simple architecture due to the existing mix-in structure and legacy code.- Delete the legacy code and apply API communication between modules through the interface.- Created code convention and reflected ml source code.Architecture- Created Functional Requirement, Nonfunctional Requirement.
Geumcheon-gu, Seoul, Korea
Course: Develop Project: Software Distribution Risk management
Seoul In Republic Of Korea.
I was doing several data preprocessing, malware analysis related projects in KMU InfoSec lab.role: data collect, preprocessing, Learning modelworked projects: - Detection PE32 malware based on Deep learning - Detection malicious document based on Deep learning and machine learning - Detection ransomware based on Deep learning - Detection malicious android.
Activities and Societies: KMU Infosec (Kookmin Univ. Information Security Lab) Research, Member of Korean Information Science Society.
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Kihwan Kim works for Allbigdat.
Kihwan Kim is listed as Machine Learning and DevOps engineer of Allbigdat. at Allbigdat.
Kihwan Kim is based in Yongin, Gyeonggi, Korea, Republic Of while working with Allbigdat.
Kihwan Kim has worked for Allbigdat, Aizen Global, Best Of The Best, and Kookmin Univ..
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Kihwan Kim holds 석사, 소프트웨어융합학과 from Kyung Hee University 경희대학교.
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