Data Analysis and Tech Support

• Oct 2022 - Present

● Modified main pages and built new websites for YSAC online exhibitions and YSIC competition by Elementor and CSS. ● Wrote an automation robot that updates websites routinely using python to increase website update efficiency. ● Modified main pages and built new websites for YSAC online exhibitions and YSIC competition by Elementor and CSS. ● Wrote an automation robot that updates websites routinely using python to increase website update efficiency.

Office Intern

• Oct 2022 - Present

Graduate Student

• Sep 2022 - Present

Banca Massiccia (Python, Logistic Regression, Light Gradient Boost, Walk-forward Analysis Nov 2022 ● Optimized underwriting for a large Italian Bank by predicting borrowers' probabilities of default. ● Preprocessed data by selecting crucial factors, filling in missing values, and oversampling unbalanced data. Banca Massiccia (Python, Logistic Regression, Light Gradient Boost, Walk-forward Analysis Nov 2022 ● Optimized underwriting for a large Italian Bank by predicting borrowers' probabilities of default. ● Preprocessed data by selecting crucial factors, filling in missing values, and oversampling unbalanced data.

Research Assistant

• Feb 2021 - May 2022

● Analyzed and simulated antibodies with the research team that could potentially reduce the negative effect of COVID-19 and its rate of contagion within the human body ● Implemented swarming algorithm and genetic algorithm to simulate proteins based on provided aptamers strings to provide blueprints for experiment results. ● Developed an automation robot for batch file uploads and downloads for researchers. ● Analyzed and simulated antibodies with the research team that could potentially reduce the negative effect of COVID-19 and its rate of contagion within the human body ● Implemented swarming algorithm and genetic algorithm to simulate proteins based on provided aptamers strings to provide blueprints for experiment results. ● Developed an automation robot for batch file uploads and downloads for researchers.

Research Assistant

• Nov 2021 - Feb 2022

• Developed and implemented algorithms to automize predictions on future earthquakes based on previous earthquakes' locations, times, magnitude, etc. • Developed and implemented algorithms to automize predictions on future earthquakes based on previous earthquakes' locations, times, magnitude, etc.

Data Engineer and Programmer

• Jun 2021 - Aug 2021

● Collaborated with the team to build a Natural Language Processing model that accelerates doctors reading prescriptions by highlighting the keywords and guiding keywords locations ● Reviewed and cleaned ~100,000 cancer prescription files and identified keywords as indicators for automation process research by using python regexes. ● Generated prescriptions in Python and Latex to provide train and test data for machine learning (ML) and Natural Language Processing (NLP) projects of this company Show less

Consulting Analyst Intern

• May 2019 - Jul 2019

● Summarized the asset management system the client had done with the team and gave advice for how to improve the system so that accountants could figure out more easily what assets they had and their conditions ● Researched the asset management system of China Mobile Communication Corporation (CMCC), particularly focusing on the integration of assets and network resources ● Took notes at conferences and interviews with the network and construction departments; created PowerPoint slides and circulated my summaries and findings with my boss and co-workers ● Wrote interview outlines to analyze Ernst & Young’s clients’ personnel and resource challenges ● Cleaned the client’s database by finding and setting up the most appropriate primary keys, avoiding potential operational and management problems Show less