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Hyubbbb/README.md

Hyub Kim

๐Ÿ—ฃ๏ธ Data Communicator

M.S. Statistics and Data Science, Yonsei

๐Ÿ“– About Hyub

์•ˆ๋…•ํ•˜์„ธ์š”! ๋ฐ์ดํ„ฐ๋ฅผ ํ†ตํ•œ ์†Œํ†ต์„ ์ฆ๊ฑฐ์›Œํ•˜๋Š” ๋ฐ์ดํ„ฐ ์ปค๋ฎค๋‹ˆ์ผ€์ดํ„ฐ ๊น€ํ˜‘์ž…๋‹ˆ๋‹ค.

๐Ÿ™‹๐Ÿปโ€โ™‚๏ธ ์•„๋ž˜์™€ ๊ฐ™์€ ์ผ๋“ค์— ์ž์‹  ์žˆ์–ด์š”.

1. ๊ธฐ์ˆ  ํŠธ๋ Œ๋“œ ์ดํ•ด์™€ ๋ฐ์ดํ„ฐ ๋ถ„์„์„ ํ†ตํ•œ ๊ธฐํš

2. ํ†ต๊ณ„ ๋ชจ๋ธ๋ง / ๋จธ์‹ ๋Ÿฌ๋‹ ๋ชจ๋ธ๋ง

3. ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ ๋ฐ ๋ถ„์„

๐Ÿ”ญ ์š”์ฆ˜์€ ์ด๋Ÿฐ ์ผ๋“ค์„ ํ•˜๊ณ  ์žˆ์–ด์š”.

1. Text2SQL AI Agent ๊ฐœ๋ฐœ (ReFoRCE)

2. SEC 10-K ์žฌ๋ฌด์ œํ‘œ ํŒŒ์‹ฑ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์ถ• (with LLMs)

๐Ÿ’ป ์ด๋Ÿฐ ์—ญ๋Ÿ‰์„ ์ง€๋‹ˆ๊ณ  ์žˆ์–ด์š”.

๐Ÿ” ์ •๊ทœํ‘œํ˜„์‹์„ ์ด์šฉํ•œ ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ์— ์ž์‹  ์žˆ์–ด์š”.

๐Ÿค– AI Agent ์ฝ”๋“œ ๊ตฌ์กฐ๋ฅผ ์ดํ•ดํ•˜๊ณ , ํ™˜๊ฒฝ์— ๋งž์ถ”์–ด ์ปค์Šคํ„ฐ๋งˆ์ด์ง• ํ•ด๋ณธ ๊ฒฝํ—˜์ด ์žˆ์–ด์š”.

๐Ÿ”ฅ Scikit-Learn๊ณผ PyTorch๋ฅผ ์‚ฌ์šฉํ•œ ๋จธ์‹ ๋Ÿฌ๋‹ ๋ฐ ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ ๊ตฌํ˜„ ๊ฒฝํ—˜์ด ์žˆ์–ด์š”.

๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป ์ค‘์ฒฉ ์„œ๋ธŒ์ฟผ๋ฆฌ, Join, Window Function ๋“ฑ์„ ์ด์šฉํ•œ ์ฟผ๋ฆฌ๋ฅผ ์ž์œ ๋กญ๊ฒŒ ๊ตฌ์‚ฌํ•  ์ˆ˜ ์žˆ์–ด์š”.

โœ… LeetCode, Programmers, HackerRank, SolveSQL์—์„œ ์ œ๊ณต๋˜๋Š” ๋ชจ๋“  ์ฟผ๋ฆฌ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•ด ๋ณด์•˜์–ด์š”.

๐Ÿ“Š dplyr, ggplot2๋ฅผ ํ™œ์šฉํ•œ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ์™€ ์‹œ๊ฐํ™”๊ฐ€ ๊ฐ€๋Šฅํ•ด์š”.

๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป ์ตœ์‹  ๋…ผ๋ฌธ์„ ๊ตฌํ˜„ํ•œ ๊ฒฝํ—˜์ด ์žˆ์–ด์š”. (End-Point Sampling)

๐Ÿ“Œ ์ฃผ์š” ํ”„๋กœ์ ํŠธ

๐Ÿ”— Super Duper
๐Ÿ… SKT FLY AI Challenger 6๊ธฐ ์šฐ์ˆ˜์ƒ ์ˆ˜์ƒ์ž‘
์Œ์„ฑ ๋ฐœํ™” ๊ธฐ๋ฐ˜ Video-to-Shop ๋“€ํ”„ ์ถ”์ฒœ AI ์„œ๋น„์Šค

๐Ÿ”— ํ™”์„ฑ์‹œ ๋„๋ณด ์˜๋ฃŒ ์ ‘๊ทผ์„ฑ ๋ถ„์„
๐Ÿ… ์ œ 1ํšŒ ํ™”์„ฑ์‹œ ๊ณต๊ณต๋ฐ์ดํ„ฐ๋ถ„์„ ๊ณต๋ชจ์ „ ์šฐ์ˆ˜์ƒ ์ˆ˜์ƒ์ž‘
ํ™”์„ฑ์‹œ ๋‚ด ๋„๋ณด ์˜๋ฃŒ ์ ‘๊ทผ์„ฑ ์ง€์ˆ˜ ๊ณ ์•ˆ ๋ฐ ๋„๋ณด ์˜๋ฃŒ ์ ‘๊ทผ์„ฑ ์ง€์ˆ˜ ๊ธฐ๋ฐ˜ ์ด๋™์‹ ์˜๋ฃŒ ์„œ๋น„์Šค ์ตœ์  ์ž…์ง€ ์„ ์ •

๐Ÿ”— The Blockbuster Paradox
๐Ÿ… EPOCH Datathon ๋Œ€์ƒ ์ˆ˜์ƒ์ž‘
๋ธ”๋ก๋ฒ„์Šคํ„ฐ ์˜ํ™”์˜ ๋™์‹œ๊ธฐ ๊ฐœ๋ด‰ ์˜ํ™” ์ˆ˜์— ๋ฏธ์น˜๋Š” ์˜ํ–ฅ์— ๋Œ€ํ•œ ์‹ค์ฆ ๋ถ„์„ (Exponential Decay function์„ ํ™œ์šฉํ•œ)

๐Ÿ“ซ Contact Point

๐ŸŒ LinkedIn | Blog | [email protected]

Solved.ac Profile Hyub's GitHub stats

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