Advanced Analytics

Associate, Commercial Analyst C00373

Analytically driven and ambitious professional with a diverse background in supporting ad-hoc requests, and promotional response projects. Proficient in Excel, Python, SQL, and SEQ tools.

Professional Experience

KMK Consulting Inc. Morristown, NJ (Sept 2022 – Present)
Associate Commercial Analyst

⦿ Finished the intensive fundamental training to learn fundamentals of the pharmaceutical industry, including Pharma Companies, Field Force and ect. Reviewed several real-life, client-based work, using Python and SQL, to strengthen my analytical capability and problem-solving skills.
⦿ Supported ad-hoc request around analogs search for small-sized pharma company. Followed and supported the promotional response project to answer different client queries.

Investment Fund Management Firm (May 2021 – Aug 2021)
Investment Analyst Intern

⦿ Collected real-time news in medical industry and prepared weekly industry news reports for investment purposes. Compiled industry research reports of specific regions or sectors, such as active pharmaceutical ingredients.
⦿ Reported and monitored existing portfolio companies, such as Qingrun Medical. Developed detailed financial models for associates; reviewed and determined initial project setup in system with key stakeholders. Worked with deal teams to evaluate potential investment opportunities through industry research, data analysis, and the review of financial and business information, and supported in the execution of live deal with Esign.

Securities Firm (Aug 2019 – Dec 2019)
Risk Management Intern

⦿ Assisted in the evaluation and presentation of financial performance, monthly and quarterly forecasting, scenario modeling, and sensitivity analysis, and performed financial analysis and general ledger duties.
⦿ Visualized the data from financial statements of companies in several industries to easily present the financial condition to the trading group to avoid imperceptible risks. Used Excel to create monthly, quarterly, and ad-hoc financial reports to help trading groups establish a good fund allocation plan.

Technology Firm (Jun 2018 – Aug 2019)

⦿ Planned for several marketing assignments, including investigating the performance of previous advertisement, comparing sales with opponents etc. Contacted advertisers and published advertisements.
⦿ Researched and collected marketing information based on public interest on topics such as restaurant preference, interface design preference, and app demand. Assisted the technology team in developing the main market-driven functions of the app.

Academic Projects

Prediction by Early Detection

⦿ Aimed to find out how to get away with cardiovascular disease by analyzing hundreds of cases of illness as data points and 16 risk factors as predict variables. Tested samples using the prediction model constructed by regression method for accuracy. Further investigated the prediction of CVDs and found out 8 symptoms as the significant factors.

Demographic Data Analysis on Tumor PET/CT Images:

⦿ Assisted in analyzing and processing raw data from National Cancer Database, Orphanet, and etc. for developing an objective and quantitative criterion to aid cancer diagnosis with a focus on the radiomics analysis of Positron Emission Tomography/ Computed Tomography (PET/CT) images. Visualized the data with scatter chart to easily locate the key points with high concentrations of radioactive tracer.

Technical skills

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Excel, Python, SQL, SEQ tools


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Master of Science in Law (Aug 2021 – May 2022)
Northwestern University Chicago, Illinois   

Bachelor of Science in Mathematical Science (Sep 2016 – Jun 2020)
University of California, California

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