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based on Global and Local Searched Experiences for Neural Network Training. This thesis proposes a novel hybrid optimizer, GLAdam, which combines the benefits of meta-heuristic and gradient-based methods. GLAdam calculates the update direction by incorporating both global and local searched experiences, leading to an improved optimization process. The performance of GLAdam was evaluated through time series numerical forecasting and image classification experiments, demonstrating its effectiveness in training machine learning models. Conference paper ACM ICEA, “An Effective Optimizer based on Global and Local Searched Experiences for Short-term Electricity Consumption Forecasting”, Kor...

Tableau dashboards and tracked the performance. [Achievement] Responsible for scooter demand forecasting and promotional budget control, the sales hit a record high and increased by 86% year on year. Led the incentive structure redesign project in 2019; integrated the sales team leader and HR partner’s opinions, and implemented the new structure in the middle ofMobile Device Business Planner Far EasTone Telecommunications • MarJan 2019 Responsible for mobile device sales management and finance controlling Integrated 4 product lines and 15 device brands to provide sales forecasting and financial status. Managed $50M-$100M rebate amounts monthly,...

廖育承 Ramon Liao 熱愛程式設計，喜歡分享交流，更希望能將所學應用在科技產業上。 善於商業決策分析，並搭配使用程式語言，進行機器學習及預測分析。 Leeds, United Kingdom [email protected]/專業技能 Profesional Skills Programming Good Python 3 SAP ABAP R SQL Moderate C / C++ Machine Learning Deep Learning Web Crawler HTML / CSSS

JITENDRA BANDIL Sales, Marketing And Business Development Professional Regional Sales Head • Bhopal, IN • [email protected] MBA and Six Sigma White Belt with 12 + years experienced sales executive with rapid career progression and deep experience in the field of brand promotion sales, advertising space sales, market research, sales forecasting and account management. Excellent people management skills aided achieving the strategic business objectives as a team and timely account management led to a substantial growth of sales accounts for organizations leading to an exceptional increase in revenue. Growing with the Companies Like DAINIK BHASKAR, ASKME

Management Internship (JulyAugustCollecting information related to digital information and agile Completing Yulon Nissan campus ambassador programs Analyzing Yulon Nissan core questionnaire and completing survey report As sisting managers in recruiting employees ACTIVITY EXPERIENCE MODEL APEC ( May 7thMay 9thLearning to write formal proposals Delivering a three minute speech to express your thoughts related to the topic Persuading other delegates to support your proposals CASE STUDY COMPETITION IN NCKU ( DecemberJanuaryDesigning company products and developing strategies Analyzing the competitiveness of products conducting financial reports and forecasting the revenue SKIILS Microsoft Word Microsoft PowerPoint Microsoft Excel LANGUAGE English (TOEIC 875 Reading 430 Listening 445)

improving the end-to-end Neural Machine Translation pipeline of WIPO. - Working on different multilingual ML problems such as text classification. Data Scientist DataZoo • MarchPresent - Creating, maintaining, and improving data and forecasting model pipelines using third-party tools on various cloud platforms (AWS). - Implementing new statistical and forecasting methods on NumPy and optimizing them using Numba. - Working on different forecasting projects like sale and demand forecasting, resource allocation from different customers. - Containerization of predictive machine learning models and delivery of them to the customers. - Software development and main forecasting product improvements. Data Scientist

up annual budget for standard cost in 8-inch fab . Tracking cost down activities in 8-inch fab and save more than 200 million dollars in 2020 andCost Analysis of standard and actual situation for deviation management and improvement . Coordinator of the photoresist standard usage model, with an error of less than 10% from the actual OctApr學歷National Chiao Tung University M.S. Industrial Engineering and ManagementYuan Ze University B.S. Industrial Engineering and Management Skills Improvement Forecasting Planning Production Activities Deviation Management Material Management Cost Analysis Developing Language English — 進階