SOOP Co., Ltd.

Live-streaming Ecosystem Lead ๋ผ์ด๋ธŒ ์ŠคํŠธ๋ฆฌ๋ฐ ์ƒํƒœ๊ณ„ ๋ฆฌ๋“œ

2016.2 - Present (9+ years) 2016๋…„ 2์›” - ํ˜„์žฌ (9๋…„ ์ด์ƒ)

Korea's leading live-streaming platform serving 5,000+ creators ํ•œ๊ตญ ์ตœ๋Œ€ ๊ทœ๋ชจ์˜ ๋ผ์ด๋ธŒ ์ŠคํŠธ๋ฆฌ๋ฐ ํ”Œ๋žซํผ์—์„œ 5,000๋ช… ์ด์ƒ์˜ ํฌ๋ฆฌ์—์ดํ„ฐ๋ฅผ ์ง์ ‘ ๊ด€๋ฆฌํ•˜๋ฉฐ ์„ฑ์žฅ ์ „๋žต๊ณผ ์ˆ˜์ตํ™” ๋ชจ๋ธ์„ ์„ค๊ณ„

Key Responsibilities & Achievements ์ฃผ์š” ์—…๋ฌด ๋ฐ ์„ฑ๊ณผ

Personalized Homepage Algorithm ๊ฐœ์ธํ™”๋œ ํ™ˆํŽ˜์ด์ง€ ์•Œ๊ณ ๋ฆฌ์ฆ˜ 2.3ร— CTR improvement ํด๋ฆญ๋ฅ  2.3๋ฐฐ ๊ฐœ์„ 

Redesigned algorithm to surface relevant creators based on viewing history and engagement patterns, solving discovery gap for mid-tier creators โ†’ ์‹œ์ฒญ ๊ธฐ๋ก๊ณผ ์ฐธ์—ฌ ํŒจํ„ด์„ ๋ถ„์„ํ•ด, ๊ด€๋ จ ํฌ๋ฆฌ์—์ดํ„ฐ๋ฅผ ๋” ์ž˜ ๋…ธ์ถœํ•˜๋Š” ์ถ”์ฒœ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ์žฌ์„ค๊ณ„. ํŠนํžˆ ์ค‘๊ฐ„ ๊ทœ๋ชจ ํฌ๋ฆฌ์—์ดํ„ฐ์˜ ๋ฐœ๊ตด ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐ.

Creator Acquisition & Retention Programs ํฌ๋ฆฌ์—์ดํ„ฐ ํ™•๋ณด ๋ฐ ๋ฆฌํ…์…˜ ํ”„๋กœ๊ทธ๋žจ 170% engagement boost ์ฐธ์—ฌ๋„ 170% ์ฆ๊ฐ€

Developed targeted retention strategies and onboarding flows for mid-tier creators, including analytics dashboard and community management โ†’ 5,000๋ช… ์ด์ƒ์˜ ํฌ๋ฆฌ์—์ดํ„ฐ ์šด์˜ ๋ฐ์ดํ„ฐ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํƒ€๊ฒŸ ๋ฆฌํ…์…˜ ์ „๋žต์„ ๊ฐœ๋ฐœํ•˜๊ณ , ์‹ ๊ทœ ์˜จ๋ณด๋”ฉ ํ”Œ๋กœ์šฐ์™€ ๋ถ„์„ ๋Œ€์‹œ๋ณด๋“œ, ์ปค๋ฎค๋‹ˆํ‹ฐ ๊ด€๋ฆฌ ์ฒด๊ณ„๋ฅผ ๊ตฌ์ถ•.

Large-scale Event Partnerships ๋Œ€๊ทœ๋ชจ ์ด๋ฒคํŠธ ํŒŒํŠธ๋„ˆ์‹ญ 60% participation increase ์ฐธ์—ฌ์œจ 60% ์ฆ๊ฐ€

Orchestrated large-scale creator events like G-Star to boost platform engagement and create monetization opportunities โ†’ G-Star ๋“ฑ ๋Œ€ํ˜• ์ด๋ฒคํŠธ์—์„œ ํฌ๋ฆฌ์—์ดํ„ฐ ์ฐธ์—ฌ๋ฅผ ์ด๊ด„ ๊ธฐํš, ํ”Œ๋žซํผ ์ฐธ์—ฌ๋„ ์ฆ๋Œ€ ๋ฐ ์‹ ๊ทœ ์ˆ˜์ตํ™” ๊ธฐํšŒ ์ฐฝ์ถœ.

Key Results ์ฃผ์š” ๊ฒฐ๊ณผ

5,000+ Active Creators ํ™œ์„ฑ ํฌ๋ฆฌ์—์ดํ„ฐ
#1 Live Platform KR ๊ตญ๋‚ด ๋ผ์ด๋ธŒ ํ”Œ๋žซํผ
9+ Years Leading ๋ฆฌ๋”์‹ญ ๊ฒฝํ—˜

Technologies & Skills ๊ธฐ์ˆ  ๋ฐ ์—ญ๋Ÿ‰

Python SQL Data Analytics A/B Testing Product Strategy Creator Operations Community Management Event Management

MMXXII

Founder & Technical Lead ์ฐฝ๋ฆฝ์ž & ๊ธฐ์ˆ  ๋ฆฌ๋“œ

2021.1 - 2024.1 (3 years) 2021๋…„ 1์›” - 2024๋…„ 1์›” (3๋…„)

Building scalable e-commerce systems from zero to $100K monthly revenue ์ง์ ‘ ์ฐฝ์—…ํ•˜์—ฌ 1์ธ ๊ฐœ๋ฐœ๊ณผ ๊ฒฝ์˜์„ ๋ณ‘ํ–‰, ์›” ๋งค์ถœ 1์–ต ์› ์ด์ƒ์„ ๋‹ฌ์„ฑํ•˜๋Š” ์ด์ปค๋จธ์Šค ์‹œ์Šคํ…œ์„ ๊ตฌ์ถ• ๋ฐ ์šด์˜

Key Responsibilities & Achievements ์ฃผ์š” ์—…๋ฌด ๋ฐ ์„ฑ๊ณผ

Business Operations Automation ๋น„์ฆˆ๋‹ˆ์Šค ์šด์˜ ์ž๋™ํ™” 99% automation achieved 99% ์ž๋™ํ™” ๋‹ฌ์„ฑ

Built comprehensive Python automation system reducing manual operations from 200+ hours to less than 1 hour monthly ์›” 200์‹œ๊ฐ„ ์ด์ƒ์˜ ์ˆ˜๋™ ์ž‘์—…์„ 1์‹œ๊ฐ„ ๋ฏธ๋งŒ์œผ๋กœ ์ค„์ด๋Š” ํฌ๊ด„์ ์ธ Python ์ž๋™ํ™” ์‹œ์Šคํ…œ ๊ตฌ์ถ•

SEO Strategy & Implementation SEO ์ „๋žต ๋ฐ ๊ตฌํ˜„ 15+ top rankings 15๊ฐœ ์ด์ƒ ์ƒ์œ„ ์ˆœ์œ„

Developed and executed technical SEO strategy achieving 15+ top rankings in competitive niche markets ๊ฒฝ์Ÿ ๋‹ˆ์น˜ ์‹œ์žฅ์—์„œ 15๊ฐœ ์ด์ƒ์˜ ์ƒ์œ„ ์ˆœ์œ„๋ฅผ ๋‹ฌ์„ฑํ•œ ๊ธฐ์ˆ  SEO ์ „๋žต ๊ฐœ๋ฐœ ๋ฐ ์‹คํ–‰

Conversion Rate Optimization ์ „ํ™˜์œจ ์ตœ์ ํ™” 32% improvement 32% ๊ฐœ์„ 

Implemented data-driven CRO through systematic A/B testing, improving conversion rates by 32% while scaling ์ฒด๊ณ„์ ์ธ A/B ํ…Œ์ŠคํŠธ๋ฅผ ํ†ตํ•œ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ CRO ๊ตฌํ˜„, ํ™•์žฅํ•˜๋ฉด์„œ ์ „ํ™˜์œจ 32% ๊ฐœ์„ 

Key Results ์ฃผ์š” ๊ฒฐ๊ณผ

$100K Monthly Revenue ์›” ๋งค์ถœ
99% Automation Rate ์ž๋™ํ™”์œจ
15+ Top SEO Rankings SEO ์ƒ์œ„ ์ˆœ์œ„

Technologies & Skills ๊ธฐ์ˆ  ๋ฐ ์—ญ๋Ÿ‰

Python JavaScript HTML/CSS SQL API Development SEO Google Analytics A/B Testing Web Scraping Process Automation Data Pipeline Product Management

Paranoid Joy

Project Manager ํ”„๋กœ์ ํŠธ ๋งค๋‹ˆ์ €

2015.4 - 2016.1 (9 months) 2015๋…„ 4์›” - 2016๋…„ 1์›” (9๊ฐœ์›”)

Mobile gaming marketing excellence through data-driven strategies and creative campaigns ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ์ „๋žต๊ณผ ์ฐฝ์˜์  ์บ ํŽ˜์ธ์„ ํ†ตํ•œ ๋ชจ๋ฐ”์ผ ๊ฒŒ์ž„ ๋งˆ์ผ€ํŒ… ์šฐ์ˆ˜์„ฑ

Key Responsibilities & Achievements ์ฃผ์š” ์—…๋ฌด ๋ฐ ์„ฑ๊ณผ

User Acquisition Campaign Management ์‚ฌ์šฉ์ž ํ™•๋ณด ์บ ํŽ˜์ธ ๊ด€๋ฆฌ CPI reduced to 1.8x CPI 1.8๋ฐฐ๋กœ ๊ฐ์†Œ

Developed and executed precision-targeted campaigns across Facebook, Google, and mobile ad networks, reducing CPI from 3.2x to 1.8x industry average Facebook, Google ๋ฐ ๋ชจ๋ฐ”์ผ ๊ด‘๊ณ  ๋„คํŠธ์›Œํฌ๋ฅผ ํ†ตํ•œ ์ •๋ฐ€ ํƒ€๊ฒŸํŒ… ์บ ํŽ˜์ธ ๊ฐœ๋ฐœ ๋ฐ ์‹คํ–‰, CPI๋ฅผ ์—…๊ณ„ ํ‰๊ท  3.2๋ฐฐ์—์„œ 1.8๋ฐฐ๋กœ ๊ฐ์†Œ

Retention Strategy Optimization ๋ฆฌํ…์…˜ ์ „๋žต ์ตœ์ ํ™” D7 retention 73% increase D7 ๋ฆฌํ…์…˜ 73% ์ฆ๊ฐ€

Implemented comprehensive retention strategies that improved D7 retention from 22% to 38%, significantly enhancing user lifetime value D7 ๋ฆฌํ…์…˜์„ 22%์—์„œ 38%๋กœ ๊ฐœ์„ ํ•œ ํฌ๊ด„์ ์ธ ๋ฆฌํ…์…˜ ์ „๋žต ๊ตฌํ˜„, ์‚ฌ์šฉ์ž ์ƒ์•  ๊ฐ€์น˜ ํฌ๊ฒŒ ํ–ฅ์ƒ

Performance Analytics Framework ์„ฑ๊ณผ ๋ถ„์„ ํ”„๋ ˆ์ž„์›Œํฌ Real-time optimization ์‹ค์‹œ๊ฐ„ ์ตœ์ ํ™”

Built comprehensive tracking and attribution systems for real-time campaign optimization, enabling data-driven decision making and ROAS improvement ์‹ค์‹œ๊ฐ„ ์บ ํŽ˜์ธ ์ตœ์ ํ™”๋ฅผ ์œ„ํ•œ ํฌ๊ด„์ ์ธ ์ถ”์  ๋ฐ ์–ดํŠธ๋ฆฌ๋ทฐ์…˜ ์‹œ์Šคํ…œ ๊ตฌ์ถ•, ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ์˜์‚ฌ๊ฒฐ์ • ๋ฐ ROAS ๊ฐœ์„  ๊ฐ€๋Šฅ

Key Results ์ฃผ์š” ๊ฒฐ๊ณผ

44% CPI Reduction CPI ๊ฐ์†Œ
73% Retention Increase ๋ฆฌํ…์…˜ ์ฆ๊ฐ€
2.3x ROAS Improvement ROAS ๊ฐœ์„ 

Technologies & Skills ๊ธฐ์ˆ  ๋ฐ ์—ญ๋Ÿ‰

Facebook Ads Google Ads AppsFlyer Google Analytics Firebase Data Studio App Store Optimization Mobile Analytics A/B Testing User Acquisition Performance Marketing ROAS Optimization Campaign Management

highbrow

Project Manager ํ”„๋กœ์ ํŠธ ๋งค๋‹ˆ์ €

2014.10 - 2015.3 (6 months) 2014๋…„ 10์›” - 2015๋…„ 3์›” (6๊ฐœ์›”)

Strategic game publishing partnerships and high-impact event operations ์ „๋žต์  ํผ๋ธ”๋ฆฌ์‹ฑ ํŒŒํŠธ๋„ˆ์‹ญ ๊ตฌ์ถ•๊ณผ ๋Œ€๊ทœ๋ชจ ์ด๋ฒคํŠธ ์šด์˜์„ ํ†ตํ•ด ๋ธŒ๋žœ๋“œ ๊ฐ€์น˜๋ฅผ ๊ทน๋Œ€ํ™”

Key Responsibilities & Achievements ์ฃผ์š” ์—…๋ฌด ๋ฐ ์„ฑ๊ณผ

Publisher Relations Management ํผ๋ธ”๋ฆฌ์…” ๊ด€๊ณ„ ๊ด€๋ฆฌ 5+ strategic partnerships 5๊ฐœ ์ด์ƒ ์ „๋žต์  ํŒŒํŠธ๋„ˆ์‹ญ

Managed diverse publisher partnerships across different regions with varying contract terms, securing 5+ strategic contracts ๋‹ค์–‘ํ•œ ์ง€์—ญ์˜ ํผ๋ธ”๋ฆฌ์…”์™€ ํ˜‘์ƒ ๋ฐ ํŒŒํŠธ๋„ˆ์‹ญ์„ ์ฃผ๋„, 5๊ฑด ์ด์ƒ์˜ ์ „๋žต์  ๊ณ„์•ฝ์„ ์ฒด๊ฒฐํ•ด ๊ธ€๋กœ๋ฒŒ ํผ๋ธ”๋ฆฌ์‹ฑ ๋„คํŠธ์›Œํฌ ํ™•๋Œ€

G-Star Event Operations G-Star ์ด๋ฒคํŠธ ์šด์˜ 50K+ visitors engaged 5๋งŒ๋ช… ์ด์ƒ ๋ฐฉ๋ฌธ์ž ์ฐธ์—ฌ

Coordinated large-scale gaming events including G-Star with multiple stakeholders, achieving maximum brand exposure ๋‚ด๋ถ€ํŒ€๊ณผ ์™ธ๋ถ€ ์ดํ•ด๊ด€๊ณ„์ž๋ฅผ ์ด๊ด„ํ•˜๋ฉฐ 5๋งŒ ๋ช… ์ด์ƒ์ด ์ฐธ์—ฌํ•œ G-Star ๋ถ€์Šค ์šด์˜์„ ์„ฑ๊ณต์ ์œผ๋กœ ๋ฆฌ๋“œ, ์ตœ๋Œ€ ๋ธŒ๋žœ๋“œ ๋…ธ์ถœ ๋‹ฌ์„ฑ

Brand Strategy Development ๋ธŒ๋žœ๋“œ ์ „๋žต ๊ฐœ๋ฐœ 3x brand visibility 3๋ฐฐ ๋ธŒ๋žœ๋“œ ๊ฐ€์‹œ์„ฑ

Developed and executed brand exposure strategies that increased visibility by 3x through targeted event participation ํƒ€๊ฒŸ ๋งž์ถค ์ด๋ฒคํŠธ ์ „๋žต์„ ์ˆ˜๋ฆฝ ๋ฐ ์‹คํ–‰ํ•˜์—ฌ, ๋ธŒ๋žœ๋“œ ๊ฐ€์‹œ์„ฑ์„ 3๋ฐฐ ํ–ฅ์ƒ

Key Results ์ฃผ์š” ๊ฒฐ๊ณผ

5+ Publisher Contracts ํผ๋ธ”๋ฆฌ์…” ๊ณ„์•ฝ
50K+ Event Visitors ์ด๋ฒคํŠธ ๋ฐฉ๋ฌธ์ž
3x Brand Visibility ๋ธŒ๋žœ๋“œ ๊ฐ€์‹œ์„ฑ

Technologies & Skills ๊ธฐ์ˆ  ๋ฐ ์—ญ๋Ÿ‰

Publisher Relations Contract Negotiation Partnership Management Event Planning G-Star Conference Management Brand Strategy PR Management Project Management Cross-functional Coordination Microsoft Office CRM Systems

Ntreev Soft

Project Manager ํ”„๋กœ์ ํŠธ ๋งค๋‹ˆ์ €

2012.10 - 2014.8 (2 years) 2012๋…„ 10์›” - 2014๋…„ 8์›” (2๋…„)

Leading cross-cultural game publishing and localization for global markets ๊ธ€๋กœ๋ฒŒ ์‹œ์žฅ์„ ์œ„ํ•œ ํ˜„์ง€ํ™” ๋ฐ ํผ๋ธ”๋ฆฌ์‹ฑ ์ „๋žต์„ ์ด๊ด„ํ•˜๋ฉฐ ๋‹ค๋ฌธํ™”์  ๊ฒŒ์ด๋ฐ ๊ฒฝํ—˜์„ ์„ฑ๊ณต์ ์œผ๋กœ ํ™•์‚ฐ

Key Responsibilities & Achievements ์ฃผ์š” ์—…๋ฌด ๋ฐ ์„ฑ๊ณผ

Global Localization Management ๊ธ€๋กœ๋ฒŒ ํ˜„์ง€ํ™” ๊ด€๋ฆฌ 3 markets launched 3๊ฐœ ์‹œ์žฅ ๋ก ์นญ

Successfully adapted and launched game content for Thailand, U.S., and Japan markets with culturally-relevant experiences ํƒœ๊ตญ, ๋ฏธ๊ตญ, ์ผ๋ณธ ์‹œ์žฅ์—์„œ ๋ฌธํ™”์  ๋งฅ๋ฝ์„ ๋ฐ˜์˜ํ•œ ์ฝ˜ํ…์ธ  ํ˜„์ง€ํ™” ๋ฐ ํผ๋ธ”๋ฆฌ์‹ฑ์„ ์ฃผ๋„, 3๊ฐœ ์ฃผ์š” ์‹œ์žฅ ๋ก ์นญ ์„ฑ๊ณต

Quality Assurance Excellence ํ’ˆ์งˆ ๋ณด์ฆ ์šฐ์ˆ˜์„ฑ 98% quality score 98% ํ’ˆ์งˆ ์ ์ˆ˜

Maintained 98% quality score across multiple regional versions through rigorous QA processes and timeline coordination ์—„๊ฒฉํ•œ QA ํ”„๋กœ์„ธ์Šค์™€ ์ผ์ • ๊ด€๋ฆฌ๋กœ ๋ชจ๋“  ์ง€์—ญ ๋ฒ„์ „์—์„œ 98% ํ’ˆ์งˆ ์ ์ˆ˜ ์œ ์ง€

Regional Customization Strategy ์ง€์—ญ ๋งž์ถค ์ „๋žต ์ˆ˜๋ฆฝ 15 customized strategies 15๊ฑด ๋งž์ถคํ˜• ์ „๋žต

Developed and executed 15 customized publishing strategies tailored to each country's unique characteristics, optimizing market fit and user experience ๊ฐ ๊ตญ๊ฐ€๋ณ„ ํŠน์„ฑ์„ ๊ณ ๋ คํ•œ 15๊ฑด์˜ ๋งž์ถคํ˜• ํผ๋ธ”๋ฆฌ์‹ฑ ์ „๋žต์„ ๊ธฐํšยท์‹คํ–‰, ์‹œ์žฅ ์ ํ•ฉ์„ฑ๊ณผ ์œ ์ € ๊ฒฝํ—˜ ์ตœ์ ํ™”

Key Results ์ฃผ์š” ๊ฒฐ๊ณผ

3 Global Markets ๊ธ€๋กœ๋ฒŒ ์‹œ์žฅ
98% Quality Score ํ’ˆ์งˆ ์ ์ˆ˜
15 Regional Strategies ์ง€์—ญ๋ณ„ ์ „๋žต

Technologies & Skills ๊ธฐ์ˆ  ๋ฐ ์—ญ๋Ÿ‰

Translation Management Cultural Adaptation Thai Market US Market Japan Market QA Management Testing Coordination Cross-cultural Management Remote Team Leadership Localization Tools Project Management JIRA

Projects ํ”„๋กœ์ ํŠธ

Creator Monetization Mission System ํฌ๋ฆฌ์—์ดํ„ฐ ์ˆ˜์ตํ™” ๋ฏธ์…˜ ์‹œ์Šคํ…œ

Designed and implemented gamified mission system for content creators. Achieved 82% mission participation rate and drove 42% monthly revenue growth. Built using Python, SQL, and Firebase with comprehensive A/B testing framework. ์ฝ˜ํ…์ธ  ํฌ๋ฆฌ์—์ดํ„ฐ๋ฅผ ์œ„ํ•œ ๊ฒŒ์ด๋ฏธํŒŒ์ด๋“œ ๋ฏธ์…˜ ์‹œ์Šคํ…œ ์„ค๊ณ„ ๋ฐ ๊ตฌํ˜„. 82% ๋ฏธ์…˜ ์ฐธ์—ฌ์œจ ๋‹ฌ์„ฑ ๋ฐ ์›” 42% ์ˆ˜์ต ์„ฑ์žฅ ์ฃผ๋„. Python, SQL, Firebase๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ํฌ๊ด„์ ์ธ A/B ํ…Œ์ŠคํŠธ ํ”„๋ ˆ์ž„์›Œํฌ๋กœ ๊ตฌ์ถ•.

Python SQL Firebase A/B Testing

Operations Automation Platform ์šด์˜ ์ž๋™ํ™” ํ”Œ๋žซํผ

Built comprehensive automation platform reducing manual operations from 200+ hours to less than 1 hour monthly. Implemented using Python, GCP, Supabase, and REST APIs. Streamlined workflows across multiple departments. ์ˆ˜๋™ ์ž‘์—…์„ ์›” 200์‹œ๊ฐ„ ์ด์ƒ์—์„œ 1์‹œ๊ฐ„ ๋ฏธ๋งŒ์œผ๋กœ ์ค„์ธ ํฌ๊ด„์ ์ธ ์ž๋™ํ™” ํ”Œ๋žซํผ ๊ตฌ์ถ•. Python, GCP, Supabase ๋ฐ REST API๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๊ตฌํ˜„. ์—ฌ๋Ÿฌ ๋ถ€์„œ์— ๊ฑธ์ณ ์›Œํฌํ”Œ๋กœ์šฐ ๊ฐ„์†Œํ™”.

Python GCP Supabase REST APIs

Creator Subscription Service ํฌ๋ฆฌ์—์ดํ„ฐ ๊ตฌ๋… ์„œ๋น„์Šค

Launched subscription-based monetization feature for content creators. Achieved 31% increase in paid conversions through iterative UX improvements. Built with Payment APIs, React, Node.js, and PostgreSQL. ์ฝ˜ํ…์ธ  ํฌ๋ฆฌ์—์ดํ„ฐ๋ฅผ ์œ„ํ•œ ๊ตฌ๋… ๊ธฐ๋ฐ˜ ์ˆ˜์ตํ™” ๊ธฐ๋Šฅ ์ถœ์‹œ. ๋ฐ˜๋ณต์ ์ธ UX ๊ฐœ์„ ์„ ํ†ตํ•ด ์œ ๋ฃŒ ์ „ํ™˜์œจ 31% ์ฆ๊ฐ€ ๋‹ฌ์„ฑ. Payment API, React, Node.js ๋ฐ PostgreSQL๋กœ ๊ตฌ์ถ•.

Payment APIs React Node.js PostgreSQL

Hashtag Planning ํ•ด์‹œํƒœ๊ทธ ๊ธฐํš

Developed intelligent content classification system improving discoverability. Enhanced average viewing duration through better content matching. Built with Python, Elasticsearch, and advanced data visualization. ๋ฐœ๊ฒฌ ๊ฐ€๋Šฅ์„ฑ์„ ๊ฐœ์„ ํ•˜๋Š” ์ง€๋Šฅํ˜• ์ฝ˜ํ…์ธ  ๋ถ„๋ฅ˜ ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ. ๋” ๋‚˜์€ ์ฝ˜ํ…์ธ  ๋งค์นญ์„ ํ†ตํ•ด ํ‰๊ท  ์‹œ์ฒญ ์‹œ๊ฐ„ ํ–ฅ์ƒ. Python, Elasticsearch ๋ฐ ๊ณ ๊ธ‰ ๋ฐ์ดํ„ฐ ์‹œ๊ฐํ™”๋กœ ๊ตฌ์ถ•.

Python Elasticsearch Data Visualization ML Classification

Mobile App Growth Hacking ๋ชจ๋ฐ”์ผ ์•ฑ ๊ทธ๋กœ์Šค ํ•ดํ‚น

Implemented data-driven mobile growth strategies. Achieved 15% retention improvement and reduced CAC by 30% through targeted campaigns and optimization. ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๋ชจ๋ฐ”์ผ ์„ฑ์žฅ ์ „๋žต ๊ตฌํ˜„. ํƒ€๊ฒŸ ์บ ํŽ˜์ธ๊ณผ ์ตœ์ ํ™”๋ฅผ ํ†ตํ•ด ๋ฆฌํ…์…˜ 15% ๊ฐœ์„  ๋ฐ CAC 30% ๊ฐ์†Œ ๋‹ฌ์„ฑ.

Firebase AppsFlyer A/B Testing Push Notifications

TTS & Voice Integration Upgrade TTS ๋ฐ ์Œ์„ฑ ํ†ตํ•ฉ ์—…๊ทธ๋ ˆ์ด๋“œ

Enhanced text-to-speech and voice interaction system improving user engagement and session length. ํ…์ŠคํŠธ ์Œ์„ฑ ๋ณ€ํ™˜ ๋ฐ ์Œ์„ฑ ์ƒํ˜ธ์ž‘์šฉ ์‹œ์Šคํ…œ์„ ๊ฐœ์„ ํ•˜์—ฌ ์‚ฌ์šฉ์ž ์ฐธ์—ฌ๋„์™€ ์„ธ์…˜ ์‹œ๊ฐ„ ํ–ฅ์ƒ.

Voice AI NLP APIs User Experience

BJ Match - Creator Tournament Platform BJ Match (๋ฉธ๋ง์ „) - ํฌ๋ฆฌ์—์ดํ„ฐ ํ† ๋„ˆ๋จผํŠธ ํ”Œ๋žซํผ

Competitive tournament platform for creators with 60% increase in content participation and engagement. ํฌ๋ฆฌ์—์ดํ„ฐ๋ฅผ ์œ„ํ•œ ๊ฒฝ์Ÿ ํ† ๋„ˆ๋จผํŠธ ํ”Œ๋žซํผ์œผ๋กœ ์ฝ˜ํ…์ธ  ์ฐธ์—ฌ๋„ 60% ์ฆ๊ฐ€.

Real-time Database WebSocket React Gamification

Streamer Instant Support System Implementation ์ŠคํŠธ๋ฆฌ๋จธ ์ฆ‰์‹œ ์ง€์› ์‹œ์Šคํ…œ ๊ตฌ์ถ•

Streamlined content support fund application process for partner streamers, reducing approval time from weeks to days through automated verification and simplified documentation requirements. ํŒŒํŠธ๋„ˆ ์ŠคํŠธ๋ฆฌ๋จธ๋ฅผ ์œ„ํ•œ ์ฝ˜ํ…์ธ  ์ง€์›๊ธˆ ์‹ ์ฒญ ํ”„๋กœ์„ธ์Šค๋ฅผ ๊ฐ„์†Œํ™”ํ•˜์—ฌ ์ž๋™ํ™”๋œ ๊ฒ€์ฆ๊ณผ ๊ฐ„์†Œํ™”๋œ ๋ฌธ์„œ ์š”๊ตฌ์‚ฌํ•ญ์„ ํ†ตํ•ด ์Šน์ธ ์‹œ๊ฐ„์„ ๋ช‡ ์ฃผ์—์„œ ๋ฉฐ์น ๋กœ ๋‹จ์ถ•ํ–ˆ์Šต๋‹ˆ๋‹ค.

Process Automation Workflow Optimization Python Database

Creator Analytics Dashboard ํฌ๋ฆฌ์—์ดํ„ฐ ๋ถ„์„ ๋Œ€์‹œ๋ณด๋“œ

Self-diagnostic platform helping streamers understand their performance metrics and growth opportunities. Achieved 65%+ voluntary adoption rate. ์ŠคํŠธ๋ฆฌ๋จธ ์„ฑ์žฅ์„ ๋•๋Š” ์ž๊ธฐ ์ง„๋‹จ ํ”Œ๋žซํผ. ์ž๋ฐœ์  ํ™œ์šฉ๋ฅ  65% ์ด์ƒ ๋‹ฌ์„ฑ.

Data Visualization Service Flow Design SQL UX Research

Achievement Point System ์—…์  ํฌ์ธํŠธ ์‹œ์Šคํ…œ

Gamified motivation platform for fans and creators. Increased user activity by 25%+ through points, achievements, and ranking systems. ํŒฌยทํฌ๋ฆฌ์—์ดํ„ฐ ์ฐธ์—ฌ ๋™๊ธฐ ๋ถ€์—ฌ ํ”Œ๋žซํผ. ํฌ์ธํŠธ์™€ ์—…์  ์‹œ์Šคํ…œ์œผ๋กœ ์‚ฌ์šฉ์ž ํ™œ๋™๋ฅ  25% ์ด์ƒ ์ƒ์Šน.

Gamification Design UX Flows Reward System Data-Driven

Education ํ•™๋ ฅ

Harvard University ํ•˜๋ฒ„๋“œ ๋Œ€ํ•™๊ต

Master of Liberal Arts in Extension Studies ALM (Master of Liberal Arts in Extension Studies)

Major: Data Science ์ „๊ณต: ๋ฐ์ดํ„ฐ ์‚ฌ์ด์–ธ์Šค

2024 - 2026 2024๋…„ - 2026๋…„

Currently pursuing ALM degree with focus on Machine Learning, Statistical Analysis, and Data Engineering. Building expertise in advanced analytics and AI applications. ๋จธ์‹ ๋Ÿฌ๋‹, ํ†ต๊ณ„ ๋ถ„์„ ๋ฐ ๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง์— ์ค‘์ ์„ ๋‘” ALM ํ•™์œ„ ๊ณผ์ • ์ด์ˆ˜ ์ค‘. ๊ณ ๊ธ‰ ๋ถ„์„ ๋ฐ AI ์‘์šฉ ๋ถ„์•ผ ์ „๋ฌธ์„ฑ ๊ตฌ์ถ•.

University of Illinois Urbana-Champaign ์ผ๋ฆฌ๋…ธ์ด ๋Œ€ํ•™๊ต ์–ด๋ฐ”๋‚˜-์ƒดํŽ˜์ธ

Master of Business Administration ๊ฒฝ์˜ํ•™ ์„์‚ฌ

Gies College of Business Gies ๊ฒฝ์˜๋Œ€ํ•™

2025 - 2026 2025๋…„ - 2026๋…„

MBA program focusing on strategic management, innovation, and entrepreneurship. Developing leadership skills and business acumen for technology-driven markets. ์ „๋žต ๊ฒฝ์˜, ํ˜์‹  ๋ฐ ๊ธฐ์—…๊ฐ€ ์ •์‹ ์— ์ค‘์ ์„ ๋‘” MBA ํ”„๋กœ๊ทธ๋žจ. ๊ธฐ์ˆ  ์ค‘์‹ฌ ์‹œ์žฅ์„ ์œ„ํ•œ ๋ฆฌ๋”์‹ญ ์—ญ๋Ÿ‰๊ณผ ๋น„์ฆˆ๋‹ˆ์Šค ํ†ต์ฐฐ๋ ฅ ๊ฐœ๋ฐœ.

Certifications ์ž๊ฒฉ์ฆ

MIT Data, Economics, and Design of Policy Certificate MIT ๋ฐ์ดํ„ฐ, ๊ฒฝ์ œํ•™ ๋ฐ ์ •์ฑ… ์„ค๊ณ„ ์ž๊ฒฉ์ฆ

DEDP Professional Certificate Program DEDP ์ „๋ฌธ ์ž๊ฒฉ์ฆ ํ”„๋กœ๊ทธ๋žจ

2025 2025๋…„

Advanced certificate in evidence-based policy design using data analytics and economic principles. ๋ฐ์ดํ„ฐ ๋ถ„์„๊ณผ ๊ฒฝ์ œ ์›์น™์„ ํ™œ์šฉํ•œ ์ฆ๊ฑฐ ๊ธฐ๋ฐ˜ ์ •์ฑ… ์„ค๊ณ„ ๊ณ ๊ธ‰ ์ž๊ฒฉ์ฆ.

Google Data Analytics Professional Certificate ๊ตฌ๊ธ€ ๋ฐ์ดํ„ฐ ์• ๋„๋ฆฌํ‹ฑ์Šค ํ”„๋กœํŽ˜์…”๋„ ์ž๊ฒฉ์ฆ

Professional Certificate Program ์ „๋ฌธ ์ž๊ฒฉ์ฆ ํ”„๋กœ๊ทธ๋žจ

2023 2023๋…„

Comprehensive training in data analysis, visualization, and insights using SQL, R, and Tableau. SQL, R, Tableau๋ฅผ ํ™œ์šฉํ•œ ๋ฐ์ดํ„ฐ ๋ถ„์„, ์‹œ๊ฐํ™” ๋ฐ ์ธ์‚ฌ์ดํŠธ ๋„์ถœ ์ข…ํ•ฉ ๊ต์œก.

MITx MicroMasters in Statistics and Data Science MITx ํ†ต๊ณ„ ๋ฐ ๋ฐ์ดํ„ฐ ๊ณผํ•™ ๋งˆ์ดํฌ๋กœ๋งˆ์Šคํ„ฐ์Šค

Graduate-Level Certificate Program ๋Œ€ํ•™์› ์ˆ˜์ค€ ์ž๊ฒฉ์ฆ ํ”„๋กœ๊ทธ๋žจ

2021 - 2022 2021๋…„ - 2022๋…„

Rigorous graduate-level program covering probability, statistics, machine learning, and data analysis using Python and R. Python๊ณผ R์„ ์‚ฌ์šฉํ•œ ํ™•๋ฅ , ํ†ต๊ณ„, ๋จธ์‹ ๋Ÿฌ๋‹ ๋ฐ ๋ฐ์ดํ„ฐ ๋ถ„์„์„ ๋‹ค๋ฃจ๋Š” ์—„๊ฒฉํ•œ ๋Œ€ํ•™์› ์ˆ˜์ค€ ํ”„๋กœ๊ทธ๋žจ.

CV ์ด๋ ฅ์„œ

Download my complete CV for detailed information about my experience, skills, and achievements. ๊ฒฝ๋ ฅ, ๊ธฐ์ˆ  ๋ฐ ์„ฑ๊ณผ์— ๋Œ€ํ•œ ์ž์„ธํ•œ ์ •๋ณด๋Š” ์ „์ฒด ์ด๋ ฅ์„œ๋ฅผ ๋‹ค์šด๋กœ๋“œํ•˜์„ธ์š”.

Download CV (PDF) ์ด๋ ฅ์„œ ๋‹ค์šด๋กœ๋“œ (PDF)