Hi, I’m
Amisha Gupta
Data Science And Computer Science Student At UC Berkeley | Aspiring Software Engineer And Biostatistician
San Francisco Bay Area,California
Summary
A motivated junior at UC Berkeley majoring in Computer Science and Data Science, seeking to contribute to pioneering research in computational immunometabolism. Bringing a strong background in machine learning, data analysis, and computational methods, with a keen interest in single-cell genomics, systems immunology, and cellular metabolism. Confident Research Intern with commitment to excellence and background in [Area of expertise]. Effective collaborator with great [Skill] and [Skill] skills. Proven history of detail-oriented and accurate work. Knowledgeable about research areas and study procedures. Enthusiastic about setting up and carrying out wide array of studies. Diligent, industrious and efficient in handling minute details with methodical approaches to gain insights into [Type] field.
Overview
4
years of professional experience
5
Certifications
Work History
IMDEA Networks Institute
Research Intern
5 2024 - Current
Job overview
- Conducting research on providing cloud-like services in remote areas with unreliable network connectivity
- Developing and optimizing workflow graphs (DAGs) to improve network reliability and accessibility
- Utilizing integer programming for task placement, enhancing computational efficiency and minimizing latency
- Working towards publication for research on optimizing network reliability.
- Implemented quality control measures for research procedures, minimizing errors and ensuring accurate findings.
- Optimized research methodologies through continuous improvement efforts based on feedback from peers or supervisors.
University of California, Berkeley
Modules Developer & Lab Assistant
07.2022 - 05.2024
Job overview
- Developed lab notebooks for Bioengineering 146, integrating computational and statistical skills
- Delivered lectures on computational techniques in physics, improving student engagement and course satisfaction
- Assisted in lab sessions for Data 8 (Introduction to Data Science), providing guidance on data science projects and Python programming.
- Continuously updated skills through training courses, workshops, and self-study—staying current on industry trends and emerging technologies.
- Participated in regular code reviews, ensuring high-quality standards were consistently met across all development efforts.
American Express
Software Engineering Intern
05.2023 - 08.2023
Job overview
- Developed machine learning models for fraud detection, improving transaction security
- Collaborated with data scientists to refine algorithms and enhance model accuracy
- Conducted data preprocessing and feature engineering on large datasets
- Implemented scalable machine learning solutions using Python and TensorFlow.
- Participated in agile development processes, effectively adapting to changing requirements while maintaining high-quality results.
- Developed reusable code libraries, contributing to streamlined development processes among colleagues working on similar tasks or projects.
Stanford University
Student Researcher
05.2021 - 06.2022
Job overview
- Researched the biopsychological impact of Beta Amyloid plaques in Alzheimer's patients
- Published findings on the effectiveness of music therapy, contributing to non-pharmaceutical patient care strategies
- Conducted extensive data analysis, resulting in a highly cited publication.
- Contributed to the development of innovative research methodologies for more accurate results.
- Maintained ethical standards throughout all research activities, upholding the integrity of scientific inquiry.
University of Shanghai for Science and Technology
Research Intern
12.2020 - 07.2021
Job overview
- Conducted virtual research on the impact of non-pharmaceutical treatments and environmental factors on Alzheimer's disease
- Published peer-reviewed findings, increasing research citations by 10%.
- Optimized research methodologies through continuous improvement efforts based on feedback from peers or supervisors.
- Implemented quality control measures for research procedures, minimizing errors and ensuring accurate findings.
Education
University of California, Berkeley
Bachelor of Arts (BA), Data C8, COMPSCI 61A, 61B, MATH 55, PHYSICS 8A, MATH 54, COMPSCI 70, DATA 100, Bioengineering 146, Computational Biology 101, Molecular and Cell Biology 110, Chemistry 1A, Chemistry 1AL, Chemistry 3A, Chemistry 3B from Computer Science and Data Science
06.2022 - 5 2026
Cherry Creek High School
High School Diploma from General Studies
08.2018 - 5 2022
Skills
Programming Languages: Python, R, SQL
Data Analysis: Pandas, NumPy, SciPy, Data Visualization, Machine Learning
Software Development: Full Stack Development, Git, Agile Methodologies
Research: Experimental Design, Biostatistics, Machine Learning, Data Mining
Tools & Technologies: Jupyter Notebooks, Tableau, TensorFlow, Keras, Scikit-learn
Other: Patient Interaction, Laboratory Safety, Spanish (Native or Bilingual), Sinhalese (Native or Bilingual)
Teamwork and Collaboration
Problem-Solving
Research Paper Writing
Multitasking and Organization
Websites
Certification
IBM Exploratory Data Analysis for Machine Learning
Research
- Research Intern, IMDEA Networks Institute, Leganés, Community of Madrid, 05/2024, Present, Conducting research on providing cloud-like services in remote areas with unreliable network connectivity., Developing and optimizing workflow graphs (DAGs) to improve network reliability and accessibility., Utilizing integer programming for task placement, enhancing computational efficiency and minimizing latency., Working towards publication for research on optimizing network reliability.
- Student Researcher, Stanford University, Palo Alto, CA, 05/2021, 06/2022, Researched the biopsychological impact of Beta Amyloid plaques in Alzheimer's patients., Published findings on the effectiveness of music therapy, contributing to non-pharmaceutical patient care strategies., Conducted extensive data analysis, resulting in a highly cited publication.
- Research Intern, University of Shanghai for Science and Technology, Shanghai, 12/2020, 07/2021, Conducted virtual research on the impact of non-pharmaceutical treatments and environmental factors on Alzheimer's disease., Published peer-reviewed findings, increasing research citations by 10%.
Publications
- The Relevance of Chemistry in Tumor Microenvironment of Cancer Patients
- Effect on Alzheimer's Disease During COVID-19
- Impact of Music Therapy Treatment on Brain Structure in Early Stages of Alzheimer's Disease
- Relationship of Music Therapy on Alzheimer's Disease and Its Impact
- Effectiveness of Ways to Treat Alzheimer's via Studying Inflammatory Processes in Alzheimer's Disease
Timeline
Software Engineering Intern
American Express
05.2023 - 08.2023
Modules Developer & Lab Assistant
University of California, Berkeley
07.2022 - 05.2024
University of California, Berkeley
Bachelor of Arts (BA), Data C8, COMPSCI 61A, 61B, MATH 55, PHYSICS 8A, MATH 54, COMPSCI 70, DATA 100, Bioengineering 146, Computational Biology 101, Molecular and Cell Biology 110, Chemistry 1A, Chemistry 1AL, Chemistry 3A, Chemistry 3B from Computer Science and Data Science
06.2022 - 5 2026
Student Researcher
Stanford University
05.2021 - 06.2022
Research Intern
University of Shanghai for Science and Technology
12.2020 - 07.2021
Cherry Creek High School
High School Diploma from General Studies
08.2018 - 5 2022
Research Intern
IMDEA Networks Institute
5 2024 - Current