Summary
Overview
Work History
Education
Skills
Languages
Timeline
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Yiheng Bi

Hamilton, NY

Summary

Junior majoring in Computer Science and Mathematics at Colgate University. Offering solid foundation in software development and algorithm optimization. Experienced with conducting thorough research and analyzing data to support academic projects. Knowledge of statistical software and effective communication techniques to present research results clearly. Brings passion for continuous learning and growth and ready to use and develop skills in coding and data analysis in Data Scientist role.

Overview

4
4
years of professional experience

Work History

Metagenomics Research Assistant

Colgate University, Department of Biology
05.2024 - Current

Investigated the impact of mass deworming on gut microbiome composition and antimicrobial resistance gene (ARG) profiles in Ethiopian children. Conducted metagenomic analysis on long-read sequencing data in R using packages like ALDEx2, LEfSe, and performed ARG profiling and network analysis using various statistical tests and tools such as Galaxy, ABRicate, and Gephi. Built Random Forest classifiers in R, achieving up to 93% accuracy in predicting deworming status. Discovered reduced Enterobacteriaceae in dewormed children and upregulated tetracycline resistance genes (tet(W), tet(O)) in Soil-transmitted-helminths(STH)-positive groups. Currently refining paper for submission and will be attending the Consortium of Universities for Global Health (CUGH) Conference (Feb 2025) to present poster.

UiPath Junior Developer

Colgate University, ITS
02.2024 - 05.2024

Learned Google Workspace as well as file and folder automation using UiPath. Automated repetitive manual steps involved with invoice processing (e.g. accessing a Gmail account, reading messages, downloading invoice documents, saving, renaming, processing them into the document

management system) for the Colgate Accounting department.

COSC 101 Lab Teaching Assistant

Colgate University, Department of Computer Science
01.2024 - 05.2024

Assisted in COSC 101 Lab weekly to answer students’ question and explain concepts related to COSC 101 and Python programming.

Participant in Conrad Challenge and IGEM

BASIS International
11.2020 - 08.2022

Conrad: developed and marketed JuiceNet—shared juice machine customized by personal health reports; responsible for innovative & technical design and competitive analysis; organized semi-weekly meetings; qualified as China Finalist and won Best Collaboration Award

IGEM: developed oral vaccine for rotavirus with team in wet lab; led experiments on B. subtilis competent cell preparation, E. coli transformation, PCR, SDS-PAGE, etc.; developed Notebook, Proof of Concept, & mathematical modeling; won Bronze

Molecular Bio / Memory Researcher

CIS Program
06.2021 - 06.2022

Advanced original research topic on effect of supra-/subliminal priming on prediction error learning of rats as indication for (sub)consciousness; authored/presented report independently; remade Skinner Box and devised ongoing experiments conducted at Capstone Biochemistry class at high school

Education

Bachelor of Arts - Computer Science And Mathematics

Colgate University
Hamilton, NY
05-2026

Skills

  • Research methods
  • Statistical analysis
  • Object-oriented programming
  • Multivariable calculus
  • Number theory
  • Machine learning
  • Data analysis

Languages

Chinese (Mandarin)
Native language
English
Proficient
C2

Timeline

Metagenomics Research Assistant

Colgate University, Department of Biology
05.2024 - Current

UiPath Junior Developer

Colgate University, ITS
02.2024 - 05.2024

COSC 101 Lab Teaching Assistant

Colgate University, Department of Computer Science
01.2024 - 05.2024

Molecular Bio / Memory Researcher

CIS Program
06.2021 - 06.2022

Participant in Conrad Challenge and IGEM

BASIS International
11.2020 - 08.2022

Bachelor of Arts - Computer Science And Mathematics

Colgate University
Yiheng Bi