Seung Hwan Jung Email & Phone Number

[Clova X]- skill - Connector- 문서 이해 도우미[Clova Note]- Agenda, Recommended Task

[Clova Note]- AI Summarization - Topic Segmentation (Automatic paragraphic splitter)

[SK Telecom AI Center Tech Prototyping Group]- AI Research EngineerFastML - AutoML for Telco Targeting model . Relation Network with Attention . Genetic Algorithm based Network Architecture Search - Using MXNet / Gluon - Generate embedding data in structure dataset [Applied NLP Model] - Generate Deep Learning based model - Intent Classification - NER Classification - Keyword Extraction - Auto spacing - Generate model based on BERT and WaveNet based Classifier[SK Telecom Data Science Center]Big data analysis- Customer profiling- Machine learning- Deep learning

[Deloitte Analytics Team]Cheil Industry EMC Manufacturing scheduling(13.09~13.10) - MP(Master Plan), FP(Factory Plan) scheduing - based on MIP Formulation(using CPLEX) and Heuristic algorithm(2-Phase GA)2014/2015 KBO scheduling(13.11~) - Define the mathematical modeling(MIP Formulation) - Consider many constraints(Distance, the number of home/away game, etc.) - Solve the model using CPLEXSSG.com Analytics Project (14.03 ~ 14.09) - Define the price response function - Drive the optimal price (for each product, profit/response based) - Perform real-time pricing test _ Drive the Shopping pattern using order/click dataHanwah life Big data Assessment(14.11~15.02) - Perform Data Quality check based on analytics model - Perform Pilot Test considering the up-sellingShinsegae department CRM Project(15.03~15.06)- Based on data analytics- Analyze the effect on annual sale- Searching target customer considering customer demo information and sales history data

[Entrue consulting Hi-tech Team]LG Chem Process Innovation (11.11~12.2)- Based on ASES(Alliance Supplier Evaluation System) aspect- Set standard process(Quality, Manufacturing, Technology)- Organize PMO teamLG Electronic Electric Vehicle Market Research (12.3~12.5)- Forecast the EV market (Asia, EU, China, America, etc.)- Forecast the EV component market(Motor, Comp, HVAC)- Analysis Global vehicle component competitor (Motor, Comp, HVAC)LG Chem Manufacturing Data Analysis (12.5~12.7)- Consider total division in LG Chem- Based on the big-data perspective- Derive items related big-data approachA proposal to Doosan Infracore Business Intelligence Master Plan (12.8)- Set the BI(Business Intelligence) diagnosis tool- Analysis the level of BI in Doosan InfracoreA proposal to LG Display advanced quality analysis (12.10)- Use DTW & MVA/UVA pattern matching- Dealing with machine raw data- Use R to analyze dataIT Mobile market forecast (13.1~13.2)- Forecast the smart phone, tablet market size(based on region, company)- Use ARIMA, SARIMA, Bass diffusion model

# A study on operation management and policy for U-city (11.1~11.4) - Drive the evaluation model using AHP# A proposal to the performance evaluation for public IT service -NIA- (11.3~11.3) - Drive the To-be method# A proposal to the ISP strategy for Cheongwon-gun (11.4~11.4) - Drive the To-be method# A proposal to the ISP strategy for Anseong-si (11.5~11.5) - Drive the To-be method

Master'S Degree, Industrial Engineering

Member of Flexible Manufacturing System Lab (Director: Prof. Y.D Kim) - Research on design and operational problems in the manufacturing.

Bachelor Of Science (Bs), Industrial Engineering

Activities and Societies: A member of HUHS(Hanyang University Hard &Software) - Computer societyCompleted an Accreditation Board.