Summary
Overview
Work History
Education
Skills
Accomplishments
Leadership
Languages
Timeline
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Daniel Amaya

Elmwood Park

Summary

Accomplished physics and engineer researcher, proficient in applying Python and R for sophisticated data analysis in particle physics and human centered design. Demonstrated expertise in developing predictive models, translating user preferences to technical specifications, utilizing advanced statistical methods to drive innovative solutions.

Overview

3
3
years of professional experience

Work History

Researcher

Ideation Laboratory
08.2022 - 01.2023
  • Took a participatory design approach to engineer high-performance household cookstoves for low-income communities across east Africa.
  • Implemented mean, regression, and principal components analysis using R code on Ugandan cookstove user survey responses to extract key issues and desired user features.
  • Condensed qualitative and quantitative analysis of various questions, such as short answers, Likert scale, and conjoint analysis into one technical report.

Research Assistant

Particle Physics Collaboration (PPC)
06.2020 - 08.2021
  • Trained deep neural network on data from CERN’s Compact Muon Solenoid (CMS) detector to predict particle collision outcomes
  • Implemented Monte Carlo methods on CMS data using Python to investigate phenomena beyond the standard model
  • Performed model-independent searches in CMS data, exploring new particle decays beyond established channels
  • Translated complex CMS data analysis into clear, comprehensive presentations

Education

Bachelor of Science - Physics

Massachusetts Institute of Technology
Cambridge, MA
06.2023

Bachelor of Science - Mathematics

Massachusetts Institute of Technology
Cambridge, MA
06.2023

Skills

    Programming Languages: Python, Matlab, R, Julia

    Software: Onshape, Root, Monte Carlo

Accomplishments

    Laureates and Leaders: Inducted into the class of 2022 cohort for highly motivated and talented undergraduate students in pursuit of a graduate degree. Students are identified by their interests in advanced studies and by their strong academic records at MIT

Leadership

MIT Toy Product development (first-year class)

Lab Mentor

  • Mentored a team of six first-year students interested in the product engineering process
  • Provided practical knowledge and technical assistance in the team’s design and fabrication of a new toy

MIT Product Engineering Processes (engineering capstone class)

Team Dynamics Officer

  • Monitored and improved work distribution, individual engagement, and team dynamics
  • Established code of conduct in team operations
  • Assisted team members in interpersonal conflicts, voicing their concerns to the group, and optimizing their contributions to the project
  • Contributed to the ideation, design, and prototyping of the detachment mechanism as part of the drowning alert device deployment team

Languages

English
Native or Bilingual
Spanish
Native or Bilingual

Timeline

Researcher

Ideation Laboratory
08.2022 - 01.2023

Research Assistant

Particle Physics Collaboration (PPC)
06.2020 - 08.2021

Bachelor of Science - Physics

Massachusetts Institute of Technology

Bachelor of Science - Mathematics

Massachusetts Institute of Technology
Daniel Amaya