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Kim Jeonghyun

Data Scientist / AI Engineer

Welcome to my GitHub profile! I'm Jeonghyun Kim, a data scientist and AI engineer with a passion for leveraging technology to solve complex problems. With a strong foundation in Python, machine learning, and artificial intelligence, I've worked on projects across various domains, including computer vision, natural language processing, and digital health.

  • ๐Ÿ“ซ How to reach me: Email
  • ๐Ÿ”— Connect with me on LinkedIn
  • ๐Ÿ’ป Check out my projects on GitHub

About Me

Professional Experience

Data Scientist at LumanLab

_Sept 2022 โ€“ Feb 2024

  • Spearheaded the development of CV-based screening models for pediatric developmental assessments.
  • Built and optimized data pipelines for efficient processing and analysis.

Data Scientist at INNOPOST

_2021 โ€“ 2022

  • Specialized in Korean NLP to enhance public audit processes and legal document analysis.

Founder of BoreumdalLab

2012 โ€“ 2020 (Closed)

  • Led the company as a service planner, content producer, and manager, focusing on foreign language learning apps.
  • Achieved over 1 million downloads for our Korean language learning app on Android.

Skill Sets

  • Programming Languages: Python
  • Frameworks & Libraries: Tensorflow, PyTorch, scikit-learn, FastAPI, Flask
  • Database Management: SQL, NoSQL
  • Web Development: HTML, CSS, Vanilla JS
  • Cloud & DevOps: AWS (S3, RDS, EC2), Docker
  • Tools & Platforms: WanDB, CVAT, label-studio, Roboflow, Openmmlab

Certificates

Languages

  • English: TEPS 1+
  • Japanese: JLPT N1

kim-jeonghyun's GitHub stats

Thank you for visiting my profile. I'm always open to new opportunities and collaborations. Let's connect and explore how we can create impactful solutions together.

kim-jeonghyun's Projects

advanced_detection_segmentation_model icon advanced_detection_segmentation_model

A comprehensive repository dedicated to exploring and documenting the latest advancements in object detection and segmentation models, such as DETR, DINO, and SAM

facemesh_coreml_tf icon facemesh_coreml_tf

This repository contains the code for converting tflite model of Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs and Blazeface to tensorflow and coreml.

hand-gesture-recognition-mediapipe icon hand-gesture-recognition-mediapipe

This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points. Handpose is estimated using MediaPipe.

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mmaction2 icon mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

mmpose icon mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

programmers_kdt_ii icon programmers_kdt_ii

KDT ์ธ๊ณต์ง€๋Šฅ ๊ต์œก๊ณผ์ • Material

resources icon resources

resources that I keep using when working (python, shell scripts and more...)

sesac-nlp icon sesac-nlp

์‹ค๋ฌดํ˜• ์ธ๊ณต์ง€๋Šฅ ์ž์—ฐ์–ด์ฒ˜๋ฆฌ

supervision icon supervision

We write your reusable computer vision tools. ๐Ÿ’œ

tensorflow-nlp-tutorial icon tensorflow-nlp-tutorial

tensorflow๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ํ…์ŠคํŠธ ์ „์ฒ˜๋ฆฌ๋ถ€ํ„ฐ, Topic Models, BERT, GPT์™€ ๊ฐ™์€ ์ตœ์‹  ๋ชจ๋ธ์˜ ๋‹ค์šด์ŠคํŠธ๋ฆผ ํƒœ์Šคํฌ๋“ค์„ ์ •๋ฆฌํ•œ Deep Learning NLP ์ €์žฅ์†Œ์ž…๋‹ˆ๋‹ค.

text-generation-webui icon text-generation-webui

A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

yowov2_custom icon yowov2_custom

The second generation of YOWO action detector and its extension version for custom dataset

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