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PROFESSIONAL SUMMARY 

Passionate about data analysis and financial investment research. Advanced python coding and data science skills acquired from both academic training and the real-time finance work experiences. Proven ability to perform financial modeling and analysis as well as produce time sensitive investment research reports.

Relevant Coursework: 
Machine Learning • Forecasting Time Series • Programming R • Spark • Programming Python • SQL Data Modeling • NoSQL Databases • Data Visualization • Business Intelligence & Data warehousing • Risk & Fraud Analytics • Natural Language Processing • Analytics for Retail • Marketing Intelligence • Recommendation Engines

Projects:
• Portfolio Optimization: Simulate combinations of selected ETFs to reach the highest Sharpe ratio on Python
• Fake News Detector: Detect fake news by using NLP techniques written in Python and making use of Naïve
Bayes, Max Entropy and Support Vector Machine classifiers
• House Price Prediction: Aimed at minimizing the RMSE on house price prediction, made use of regression
techniques like XGBoost, Random Forest, Ridge and LASSO
• Pump it Up Well Challenge: Predict functional water pumps, repair required pumps and failed pumps by
using multi classifications techniques written in R

IE Business School

Relevant Coursework: 
Macroeconomics • Financial Markets • International Business Management • International Marketing Management • Customer Analysis and Management • Special Issues on International Business

NATIONAL CHUNG HSING UNIVERSITY

Graduate Business Analyst

Jerry Liu

Aberdeen Standard Investments

Graduate Business Analyst, Multi-Asset Solutions

• Develop financial reports covering portfolio returns, risk statistics, and asset allocation for internal and external clients
• Work with portfolio managers and conduct performance analyses and security research 
• Manage 2 multi-asset onshore fund accounts by administering trades, identifying appropriate asset allocations, leading routine meetings, preparing reports and forecasting cash flow with annual transaction amount to 80 million USD
• Research the impact of investment actions and execute detailed risk assessment reports dashboard
• Construct market exposure valuation and offer investment recommendations with python to construct risk breakdown for undermanaged funds


Taipei City, Taiwan

•	Gathered, analyzed and culled voluminous transactional data from complex IT systems to prioritize for further review the findings that present the highest compliance risks

•	Mapped and linked data relationships to establish a centralized information repository for performing comparative analyses to look for patterns and outliers


Ernst & Young

Forensic Data Analyst

• Conducted market research and built a comprehensive data set of V-belt production ecosystems

• Boosted the efficiency of V-belt production system by 30% based on the compiled data set

• Improved product performance by enhancing the standard of various rubber compounds and other raw materials

• Managed contract negotiations totaling 500, 000 USD per year with key customers from Iran

• Reduced more than 30% of material loss by establishing a new warehouse system and integrating it into a modern dispatch and Enterprise Resource Planning system

HSING KWO RUBBER MANUFACTURING

Executive Assistant to the President

• Supervised an assembly line for 10 chemical products 

• Evaluated and resolved production problems to improve the efficiency and capacity of the assembly line 

• Analyzed the costs and risks of launching a new production line encompassing seven products 

•  Submitted human resource and cost allocation recommendations that were implemented by CEO 

•  Provided comprehensive consultation for CEO recommending organizational adjustments

Jerry Liu’s posts