힐링페이퍼의 데이터팀은 강남언니의 고객 경험 개선을 위해 검색, 추천, 광고 등 다양한 분야에서 활동하고 있습니다. 특히 강남언니가 진출한 다양한 국가의 언어 처리를 위한 고민을 하고 있습니다. 최근에는 검색플랫폼의 언어처리와 Query Understanding을 시작으로 하나씩 전문성을 높여가고 있습니다.

Team's mission: Find and merge identical productsTo find the identical products, we leverage ML/DL, statistics, NLP, and many modern algorithms.We also develop and manage high-volume traffic systems that search and merge the incoming new products with the existing ones.

Data platform & service development- demonstrated a consolidated data discovery platform- Planning and designing a system for Machine Learning Process Automation- Low-code platform evaluation and adoption

>30% cost optimization, >50% resource optimization achieved.Optimized the legacy data platform and built a new analytics platform.As a project lead and architect, I analyzed the architecture, configurations of hadoop and its ecosystem and the physical & logical system usages of the legacy data platform. My team and I designed and built a new data platform in optimal way of collecting, storing and serving data with data governance.As a result, 11st. optimized it by more than 50% in system resources and also reduced the amount of the data by more than 30%.

3 patents for recommendations, demand forecasts and marketing strategies.Productizing data intelligence as a service is our mission.As leader of data product development team, designing and implementing data services such as prediction, anomaly detection and recommendations.- Design data intelligence serving system architecture- Implement prediction models and APIs in Java and in Scala- Design and develop a realtime click stream analysis system.(3 patents pending)- Design and operate learning and predicting models in ensemble methods.

successfully migrated LG electronics TV service platform from IDC to AWSConsulting: Cloud transformation- Big data platform & service architecture design- DW migration consulting & PoC- Cloud migration strategy, architecture design, value analysis, cost optimization- Customers: e-commerce & retail company, global top-tier manufacturing companies.Solutions Architecture for Enterprise customers- Big data platform & services- Digital signage system- Media services- IoT platform- customer: a global top-tier manufacturing company.

Building and operating Samsung Big Data Platform which collects and analyzes data from multiple sources such as mobile devices, TVs and etc. As a lead architect, designed data flow, platform and web-based analytic tools architecture. As a planner, designed and developed web-based service site concept.- Made a long-term plan for internal data services and designed its architecture.- Product owner, manager and developer of Web-based Hadoop/Hive/RDMBS analytic tool- Lead planner and architect of Web traffic analytic service.(Kafka, Storm, Redis, EMR)- Lead architect of data collecting and processing system(flume-NG, Hadoop/EMR, Hive)- Presented 'Building a big data platform using opensource SWs' at Samsung Opensource Conference(SOSCON) 2014

Samsung AdHub is a digital advertising platform serving to mobile devices and TVs.- As a leader of log processing part, designed, built & operated Log collecting and analysis system built on top of hadoop, hive and Flume-NG- high-level software architecture design of digital advertising platform for mobile devices and TVs.- Designed system architecture

bada was a service platform for Samsung mobile devices. - Samsung Ad platform prototype design and development - the prototype of Samsung AdHub- module leader of OMA-DS/DM server/client- managed and operated www.bada.com and developer.bada.com- planed Samsung phone tracking and locking service

Develop and design Samsung's VoIP phones SIP-based call signal layer- Samsung company-wise standard SIP call flow for keyphone systems- SIP-based Samsung VoIP phones - SIP-based call control layer- 3GPP IMS call control layer- interoperability test with more than 10 international telecommunications companies