for Cloud Storage Project (Selenium Python, Release Management) 2. Work as RD for TrendMicro CI system to create Hybrid Cloud Project (Java, JSP) Sr. Engineer • FalconStor 四月八月Develop cloud based backup solutions: Including backup management portal (PHP, Zend, Ext JS), file based backup agent. 2. Maintain current backup software product, and develop new features based on requirement. (C++). Sr. Engineer • Institute for Information Industry (III) 六月十二月Complete Climate Forecast Modeling System for CWB Taiwan (C/CComplete QA testing report ge...

Paul Shih An effective performer comfortable working proactively as an individual and also thrives working collaboratively in a cross functional role. A fan of combining data analytics with common business sense to support C-level executives, VPs and directors in a fast paced, high pressured environment. As an optimizer, I recognize inefficiencies and utilize systematic approach to implement automated and permanent solutions. https://www.linkedin.com/in/mbapaulshih/ Finance Manager San Francisco, US [email protected] Key Competencies Advanced Data Analysis, Business Intelligence,Forecast Modeling, Strategic Planning, Cross

Hsuan-Tzu (Linda) Liao Finance / Business Analyst │ Consultant Financial Analyst with 4+ years of experience in data analysis, forecasting, accounting and auditing. Leveraged strong analytical skills to support the operation of streaming service Disney+ through financial modeling and KPIs performance reporting. Quick adaptability to cope with the fast paced, changing environment and advanced ability to chart numbers to provide useful information.  Taipei City, Taiwan linkedin.com/in/hsuantzu-liao/ [email protected] Work Experience The Walt Disney Company, Financial Analyst (contractor), Aug 2021 ~ now • Built financial models

署流程於地端微軟Machine Learning Server /雲端GCP Vertex AI 2.客戶流失預警預測(Xgboost)，auc score 83% 3.客戶商品傾向預測，月平均保費提高22%(Random Forest)，月基金成交提升100%(Xgboost) 4.小資客戶群集分析(Clustering)，提供客群分類與標籤 5.eKYC額度授予專案，使用多模型(LR+RF+Xgb)制

Forrest Ackerman Taipei, Taiwan With experience in client relations, market research, financial modeling, and risk analysis, as well as working proficiency in Chinese, I hope to further develop and contribute my skills in spaces where Taiwan and the global community intersect. [email protected] forrestedward Work Experience Relationship Manager • Wells Fargo Capital Finance OctoberJuly 2019 • Managed a portfolio of 16 companies and underwrote loan modifications/upsizes in support of capital needs (M&A, working capital, etc) • Performed ad-hoc analysis of division-wide portfolio data to provide regional credit manager • Monitored risk ratings, asset values, industry

spots where these indicators needed to improve, ploting all of them in maps KML and using them as features to explain events like churn and complains using XGboost and Shapley Value Tools : - Python/R as statistical tools using libraries like pandas, matplotlib, scikit, dplyr, ggplot and caret - XGBoost, Random Forest, Shapley Value, Logistic Regression, Time Series as algorithms for statistical modeling - SQL Impala/Hive in a data lake environment to data extraction Movile, Data Scientist, Jul 2016 ~ Feb 2018 I worked on the Machine Learning Team developing statistical models and data analysis to support decisions of several internal

Manisha Madane ( Data Scientist ) Email Id : [email protected] Mobile No :years of experience in IT and comprehensive industry knowledge of Machine Learning, Data Analysis, Predictive Analysis, Data Manipulation, Data Mining, Data Visualization and Business Intelligence. 2.Experience in performing Feature Selection, Linear Regression, Logistic Regression, k - Means Clustering, Classification, Decision Tree, Supporting Vector Machines (SVM) , Naive Bayes, K-Nearest Neighbours (KNN) , Random Forest, and Gradient Descent, algorithms to train and test huge data sets. 3.Adept in statistical programming languages like Python. Expertized in Python data extraction and data manipulation, and widely