Madoka Fujii
About Madoka Fujii
Madoka Fujii is a Data Science Fellow with extensive experience in data analysis and application development, currently working at Citi and SharpestMinds. She has a strong educational background in finance, investments, and data science, and has held various roles in notable companies across Japan, the United States, and Canada.
Current Role at SharpestMinds
Madoka Fujii serves as a Data Science Fellow at SharpestMinds since 2023. In this role, she engages in various data science projects, contributing her expertise in data analysis and application development. The position is remote, allowing her to collaborate with teams and clients across different locations.
Professional Experience
Fujii has a diverse professional background in data science and analysis. She has worked at Citi as a Data Scientist/Data Analyst since 2023. Prior to this, she held positions at Varta Microbattery, Sumitomo Mitsui Trust Bank, and Daimler Mitsubishi Fuso Truck and Bus Corporation, among others. Her roles have included data analysis, financial control, and data validation, showcasing her versatility in the field.
Education and Training
Fujii holds a Bachelor of Business Administration (B.B.A.) in Finance and Investments from Baruch College, where she studied from 2010 to 2012. She also studied Actuarial Science at Baruch College from 2008 to 2009. Additionally, she completed the Applied Data Science Program at MIT Professional Education in 2023, enhancing her skills in computer science and data science methodologies.
Technical Skills and Projects
Fujii has developed several applications and models utilizing SQL, Python, and VBA. Notable projects include an application for cash transaction allocations with data cleansing capabilities and a text classification model using SpaCy for named entity recognition. She also automated the loan transactions reconciliation process and built a reconcile system using the PULP library, demonstrating her proficiency in data management and analysis.
Work History Overview
Fujii's work history includes significant roles at various organizations. She worked at Data Glacier as a Data Scientist and at MIT Professional Education as a Data Scientist for a brief period. Her experience spans across different sectors, including finance, technology, and education, reflecting her adaptability and broad skill set in data science.