• Supported staff underwriters in risk management for both business renewals and new acquisitions, analyzing the international risk exposure and researching key risk control methods to assist in policy formulation• Facilitated inter-division collaboration, successfully identifying and providing critical business intelligence to management such as current underwriting market share, current loss share, and potential win on accounts• Provided senior management with insights into emerging risks, especially Lithium-ion battery industry, and their implications for property and casualty insurance underwriting with a focus on international casualty insurance

• Started utilizing OpenAI API integration to assist the team in sourcing personnel based on client requirements• Collaborated with team to understand client requirements and translate them into effective AI-powered solutions• Trained on implementation of the latest versions of OpenAI models, including GPT-3.5-Turbo and GPT-4, to enhance capabilities of the personnel sourcing system and implemented efficient algorithms and data structures to optimize the performance of the AI-powered system• played a key role in testing and developing an integrated system to ensure it functioned accurately in matching client requirements

• Conducted in-depth analysis of a specific stock and prepared a 60 pages comprehensive research report encompassing both qualitative and quantitative aspects with team.• Utilized various metrics such as annualized volatility, SMA analysis, and Price to Earnings (P/E) ratio to evaluate stock's performance and potential market and strategic risks• Collected historical stock data from 2001 – April 2023 and applied data visualization techniques using R to present findings to management team

• Provide support in private funding cases in both equity and debt raising also including the IPO/SPAC process in both NYSE and NASDAQ • Primarily research industry key drivers, CAGR, and economic factors to verify client’s valuation • Conduct due diligence review and provide industry insight primarily on FinTech and pharmaceutical sectors, and evaluate quantitative and qualitative aspects for potential risk exposures • Support senior manager to evaluate appropriate terms and prices for clients to ensure the compliance status to the SEC; produce the final version of the term sheet and deliver it to clients • Organize meetings with different stakeholders and conduct meeting minutes

• Conducted in-depth research for other firms’ eight top-performing funds in terms of the industry momentums and market sentiments; analyzed the fund managers’ trading behavior and return using the BARRA Risk model • Utilized Python and R to assist in building an FOF package for other local banks and securities brokers • Utilized Python web crawler program to improve the company’s research workflow by implementing OCR into the current systems, resulting in an enhanced collection and organization of the raw data