akssus12@gmail.com
Carrer
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2010.03 ~ 2017.02 : 광운대학교 컴퓨터소프트웨어공학 (학사)
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2017.01 ~ 2017.12 : 한국 IBM (Application Developer)
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Publication
Selected Paper
Research Interests
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Stream-based RAG Systems◦
On-device vector search acceleration
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Cache design for multi index on memory-constrained environments
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Large-Scale/On-device Vector Database◦
Distributed storage systems for very large-scale vector database
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Vector index for next-generation devices
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Multi-Vector Retrieval◦
MUVERA, multi-vector retrieval pipeline optimization
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CPU/GPU collaborative based multi-vector retrieval
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Dimension-by-dimension vector search
Project
메모리 중심 컴퓨팅 환경에 적합한 응용 모델 개발
제조 데이터 실시간 처리를 위한 분산 연산 플랫폼 개발
NFV(Network Function Virtualization)
Skills
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Vector Database: Milvus, Faiss, ChromaDB, MUVERA
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In-Memory Framework: Apache Spark, Kafka, Cassandra
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Language: Scala, Java, C++, Shell
