Yuki Ito Email & Phone Number

Boston, Massachusetts, United States

- Identified three distinct immunophenotypic groups through machine learning (KNN graph and Louvein), revealing immune response variability and contributing to targeted immunotherapy research.- Developed a predictive model using svmLinear3 to estimate vaccine responsiveness (HAI titers for H1N1) to the Influenza Vaccine, analyzing data from 244 pediatric participants.- Preprocessed the datasets to improve data quality and interpretability, by handling missing values with bagImpute, removing highly correlated features, and dropping near-zero variance features.

Tokyo, Japan

- Led and designed a project to establish a pipeline for cricket genome analysis using the Nanopore long-read sequencer and on-premises HPC, Bash, and Python in collaboration with a professor and PhD students. - Succeeded in building the cricket genome at the chromosome-level with higher continuity and completeness, with 16.8 times longer scaffold N50 and 99.4% BUSCO completeness score.

Tokyo, Japan

- Guided STEM major students in effectively utilizing document formatting, numerical computation, and presentation software.- Provided individualized responses to students’ inquiries during class, enhancing their understanding and application of course material.

Tokyo, Japan

- Instructed 40+ life science students every week to perform experiments of protein structure analysis including background, methods applied, and data interpretation.- Prepared reagents and equipment for use in experiments, ensuring students could safely perform the experiments and accurately understand the results.

Tokyo, Japan

- Created a web app that enables companies to identify students who align with their needs by analyzing social media data as a member of a four-person team, eliminating the need for students to create resumes.- Managed database development with SQLite and created an intuitive front-end design using Flask to ensure ease of use for both students and companies.- Built a system using ChatGPT to calculate match rates between students and companies, integrating Twitter API data, company culture, and job descriptions.

Tokyo, Japan

- Analyzed nationwide annual sales data for pollen allergy pharmaceuticals across 50,372 Japanese hospitals and clinics, calculating the ROI of advertising campaigns using Python.- Developed strategic recommendations by examining the correlation between doctor count per hospital and sales, providing quantitative forecasts for sales growth in the upcoming season, and presented the findings to a panel of five company executives.

Tokyo, Japan

- Prepared and presented materials to clients proposing new business ideas in the healthcare field using Microsoft PowerPoint.- Summarized the latest research findings based on academic papers from Google Scholar and gathered market information through literature reviews.

Tokyo, Japan

- Communicated with clients via phone and email to assess the condition of exterior walls based on property size, age, type of paint used, and location.- Wrote analysis reports and recommended suitable exterior painting companies for each client's property.

Tokyo, Japan

- Tutored all levels of English, math, chemistry, and physics classes.

Master Of Science - Ms, Bioinformatics

- Developed a user-friendly web app using R Shiny (Tidyverse, ggplot2, and DESeq2), providing an interactive interface for users.

Bachelor Of Science - Bs, Life Science And Medical Bio-Science

Activities and Societies: Asahi Lab, Scuba Diving- Led a 5-person team to design and execute an analysis of variations in ant movement.

Computational And Applied Mathematics

Activities and Societies: Badminton

Education record

Activities and Societies: 第57代橙組 高1C, Tennis