eXplainable AI, 시계열분석, 이상탐지, 플랫폼비즈니스에 관심이 많습니다.데이터 수집, 전처리부터 모델 서빙까지 데이터 과학 전반에 걸친 프로젝트 경험이 있습니다.
-
It ConsultantKmac -
Lead Data ScientistTeam Glow | Muda Jun 2024 - PresentAI Music Recommendation Diary App "MUDA"- Developed LLM-based music recommendation algorithm- Finalist in the Campus Town Startup Competition at Sungshin Women's University- Achieved 266% of the crowdfunding goal on Tumblbug -
Data ScientistSk Magic Dec 2023 - Aug 2024Seoul, South KoreaAI Innovation Team / Risk Management Team- Conducting data analysis (including cohort analysis) to enhance order systems- Automating analysis reports- Forecasting receivables collection using time series methods -
Data ScientistSph Jul 2023 - Dec 2023Development of LG Electronics Marketing Dashboard (Client: LG CNS)- Developed an automated weekly crawler to collect SNS data for three LG Electronics brand divisions (Global, Signature, UltraGear) -
Data ScientistIllio | Fancim Apr 2023 - Jul 2023Development of Churn Prediction Model for Celebrities/Fans in FANCIM-M- Implemented churn prediction using TabNet, integrated with the data pipeline for model serving (BigQuery, Airflow)- Extracted prediction values and XAI factors (Attentive score), integrated with the internal dashboard -
Data AnalystVista Consulting Lab Feb 2022 - Jul 2023Seoul, South KoreaMarket Impact Study of SSM (Super Supermarket) Openings (Seoul Metropolitan Government, June 2022 - August 2022)- Performed time series modeling using AI algorithms (GRU).- Forecasted revenue changes for small businesses.SME Status Survey Analysis (Small Enterprise and Market Service, May 2022 - July 2022)- Conducted basic statistical analysis based on survey results.- Performed comparative analysis with related statistics.- Derived policy implications and recommendations.Survey on Consumers' Experience with Smart Technology (Small Enterprise and Market Service, May 2022 - June 2022)- Developed survey questions to examine smart technology experiences.- Conducted basic statistical analysis, cross-analysis, and IPA analysis.Performance Study and Analysis of Gyeonggi Local Currency (Gyeonggi-do Market Revitalization Agency, February 2022 - May 2022)- Established performance indicators (KPIs) based on the Result Chain Model.- Analyzed BC Card and local currency sales data.- Extracted insights from the performance analysis.Online Platform Growth Survey (Win-Win Cooperation Fund, March 2022 - April 2022)- Collected approximately 40,000 financial data entries of domestic SMEs using BeautifulSoup.- Analyzed and visualized financial ratios by industry sector.
-
Graduate Research AssistantHanyang University Nov 2019 - Mar 2022Institute of Knowledge Services, Hanyang University- Research on IC-PBL Educational Methodology for Training SME Consultants Leading the 4th Industrial Revolution Era (National Research Foundation of Korea, Nov. 2019 - Feb. 2022)- Research on the Advancement of Public Institution Safety Activity Evaluation (KOSHA, Apr. 2020 - Oct. 2020)- Diagnosing Resilience and Safety Subculture (Korea Western Power Co., Ltd., Jun. 2020 - Dec. 2020)
Frequently Asked Questions about Sun-Woo Heo
What company does Sun-Woo Heo work for?
Sun-Woo Heo works for Kmac
What is Sun-Woo Heo's role at the current company?
Sun-Woo Heo's current role is IT Consultant.
What schools did Sun-Woo Heo attend?
Sun-Woo Heo attended 한양대학교, 한양대학교, Daewon High School.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial