Jaehyeong An
Machine Learning Enginner at 채널톡
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolJaehyeong An is a Machine Learning Engineer based in Seoul with nine years of experience building production-grade AI systems for conversational agents, recommendation, and multimedia services. He has driven R&D and MLOps work—from designing real-time model serving (MLflow, RedisAI, ONNX on k8s) to advanced RAG features like query rewriting, HyDE, and hybrid search—most recently contributing to an AI assistant team at 채널톡. Prior roles include leading AI/ML development for Bespin Global’s HelpNow.AI and NLP and image-text matching work for vcat.ai, demonstrating strong hands-on expertise in LLM-based NLU, semantic similarity, and few-shot learning from user feedback. His background blends academic AI training (MSc in Artificial Intelligence) with practical product delivery, including building quality-evaluation systems for chatbot utterances and parsers for e-commerce extraction. Colleagues rely on him for bridging research ideas into scalable backend implementations in Python, and he often surfaces subtle improvements such as leveraging hybrid search and HyDE to boost RAG relevance.
9 years of coding experience
8 years of employment as a software developer
Master's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at Gachon UniversityBachelor's degree, Culture Contents / Software Engineering, Bachelor's degree, Culture Contents / Software Engineering at Ajou University
Japanese, Korean
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (84)
python10
semantic-search10
retrieval-augmented-generation10
orchestration10
agentic-ai10
agent-framework10
generative-ai10
ai10
information-retrieval10
genai10
multi-agent10
large-language-models10
llm10
multimodal9
object-detection9
Programming languages (5)
Github contributions (5)
jaehyeongAN/KoELECTRA-finetuned-sentiment-analysis
Nov 2020 - Jun 2021
Contributions:8 commits, 11 pushes, 1 branch in 7 months
jaehyeongAN/PyFlask_DL-service
Jan 2020 - Feb 2022
Flask for Computer-Vision Prototype
Contributions:7 commits, 1 PR, 34 pushes in 2 years 1 month
computer-visionflaskcnnobject-detectionpython
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