CV
Last updated August 1, 2024
Basics
| Name | Sarah Zhao |
| Label | M.Eng Student |
| Personal email | saqzhao@gmail.com |
| sarahaz@mit.edu | |
| Url | https://saqzhao.github.io |
| Github | https://github.com/saqzhao |
| https://www.linkedin.com/in/sarah-a-zhao/ | |
| Orcid | https://orcid.org/0009-0008-6068-5693 |
Education
Experience
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2024.09 - 2025.05 Cambridge, Massachusetts, USA
Master's Student, Laboratory of Manolis Kellis, Ph.D.
Massachusetts Institute of Technology
Advised by Prof. Manolis Kellis, Ph.D.
- Variant interpretation for precision medicine
- Building a model to predict the effect of genetic variation on the dysregulation of molecular components in psychiatric disorders
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2024.02 - 2024.08 Cambridge, Massachusetts, USA
Undergraduate Researcher, Laboratory of Lindsay Case, Ph.D.
Massachusetts Institute of Technology
Directly advised by Jibin Sadasivan, Ph.D.
- Constructed protein-protein interaction network using Python and Cytoscape to identify key scaffold proteins in focal adhesions
- Designed and conducted experiments to investigate co-localization between PCBP1 and Paxillin
- Conducted comprehensive literature review on the focal adhesion proteome and phase separation mechanisms
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2024.01 - 2024.08 Cambridge, Massachusetts, USA
Undergraduate Researcher, Laboratory of Manolis Kellis, Ph.D.
Massacchusetts Institute of Technology
Directly advised by Riley Mangan, Ph.D.
- Developed infrastructure using Go for probabilistic representations of biological sequence data, contributing to open-source genomics software package Gonomics
- Reconstructed ancestral genome based on posterior predictive distributions to identify derived gene regulatory changes between ancient and modern genomes
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2023.06 - 2023.08 Lysaker, Norway
Machine Learning Intern
Kongsberg Maritime
- Implemented machine-learning video and image compression algorithms using PyTorch Lightning to decrease file size and improve latency
- Researched and conducted comparative analysis of cutting-edge models and commercial codecs
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2022.06 - 2022.08 Seongnam, South Korea
Machine Learning Intern
NCSoft
- Built and tested models using Pytorch, achieved lifelike text-to-animation with multi language input
- Designed morph targets in Maya for Mandarin lip synching to localise Korean content for Taiwan market
- Refactored codebase to comply with current industry code standards and streamline development
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2022.02 - 2022.05 Cambridge, Massachusetts, USA
Undergraduate Researcher, Laboratory of Faez Ahmed, Ph.D.
Massachusetts Institute of Technology,
Directly advised by Binyang Song, Ph.D.
- Designed algorithm in Python to process publication abstracts using natural language programming (NLTK, scikit-learn)
- Evaluated data trends based on statistical data analysis & visualised trends using Plotly and Dash
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2020.10 - 2021.08 Cambridge, Massachusetts, USA
Undergraduate Researcher, Laboratory of Deblina Sarkar, Ph.D.
Massachusetts Institute of Technology,
Directly advised by Yubin Cai
- Programmed models in Python to analyse circuit and fabricated microcoils for non-invasive nanosensors monitoring cell response
- Conducted literature review on impact of materials on impedance, conductivity, and thermal activity for neural sensors
Publications
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2024.07.31
Skills
| Programming Languages | |
| Advanced proficiency in Python, Go, Typescript | |
| Proficient in R, Java, C, Assembly | |
| Additional experience in Julia, Matlab, Javascript, HTML and CSS |
| Machine Learning, Data Science and Statistics | |
| PyTorch, Tensorflow, NumPy, Pandas, SKLearn |
| Experimental Biology | |
| Cell culture, Western blotting, Immunoprecipitation, Plasmid production and cloning, Gel electrophoresis |
Languages
| English | |
| Native speaker |
| Mandarin | |
| Advanced |
| Spanish | |
| Intermediate |
| Korean | |
| Conversational |
Service
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2020.09 - 2022.05 Cambridge, Massachusetts, USA
Mock Interview Teacher, Curriculum Revision Committee
Harvard Phillips Brooks House Association Chinatown Citizenship
- Facilitated mock interviews to prepare Chinese-native students for the U.S. naturalisation exam
- Redesigned curriculum according to the USCIS 2022 Naturalization Test Redesign
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2020.09 - 2022.05 Cambridge, Massachusetts, USA
Community Service Coordinator
MIT ARCTAN (Red Cross)
- Coordinated events such as education campaigns, blood drives, CPR training and volunteering
Campus involvement
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2022.09 - 2024.05 Cambridge, Massachusetts, USA
Undergraduate Student Representative
MIT Committee on Discipline
- Resolved reported violations of MIT policies and community standards in an objective manner
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2022.09 - 2024.05 Cambridge, Massachusetts, USA
Residential Director
MIT MedLinks
- Connected students to healthcare services,promoted education campaigns, planned welfare events for ~200 students (4 hrs/week)
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2021.06 - 2022.06 Cambridge, Massachusetts, USA
Contributing Artist, Social Chair
MIT 2024 Ring Committee
- Planned events for more than 1200 students & managed committee correspondence (6 hrs/week)
- Collaborated with jeweller representatives to design ring and coordinate sales (2 hrs/week)
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2020.09 - 2021.05 Cambridge, Massachusetts, USA
Emerson Scholar, Piano
MIT Music & Theatre Arts
- Scholarship for exemplary talent and passion for music
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2020.09 - 2022.05 Cambridge, Massachusetts, USA
Committee Leader
MIT ActLingual
- Wrote manual on medical interpreting in Spanish and Mandarin, and organised interpretation opportunities in Boston for MIT students