Rachel Ostic

Rachel Ostic

Data scientist

Canada Revenue Agency

Ultrafast THz Spectroscopy Group

Biography

Rachel Ostic is a data scientist working at the Canada Revenue Agency on privacy-preserving analytical methodology research.

In 2021, she completed a master’s in the Ultrafast THz Spectroscopy laboratory at the University of Ottawa, Canada. There, she worked on supercontinuum generation, including simulations and experimental measurements of spectral and polarization properties, and contributed to the development of ultrafast terahertz detection instruments for high-speed data acquisition. Her other interests include programming and machine learning, which led her to contribute to a reinforcement learning project to solve a single-player game.

Rachel is passionate about sharing her knowledge as a tutor, teaching assistant, and through science outreach events. She is also principal viola and volunteers as Grant Proposal Manager for the Ottawa Pops Orchestra. In her spare time, she reads and tries to stay active by jogging, hiking and cycling in Gatineau Park.

Interests

  • Data science
  • Terahertz spectroscopy
  • Fiber optics
  • Simulation

Education

  • MSc Physics, 2019 – 2021

    University of Ottawa

  • Honours BSc in Physics-Mathematics, 2016 – 2019

    University of Ottawa

Experience

 
 
 
 
 

Data scientist

Canada Revenue Agency

Jun 2021 – Present Ottawa
 
 
 
 
 

Grant proposal manager

Ottawa Pops Orchestra

Jan 2020 – Present Ottawa
Volunteer position assisting administrative team with funding proposals and applications.
 
 
 
 
 

Graduate research

University of Ottawa

May 2019 – Dec 2021 Ottawa

Projects include:

  • Development of a single-pulse terahertz detection technique using the dispersive Fourier transform.
  • Supercontinuum generation and polarization effects in germania doped fiber and associated simulations.
  • Using reinforcement learning to solve a single player game.
 
 
 
 
 

Honours project

University of Ottawa

Sep 2018 – Apr 2019 Ottawa
Build a time-stretch dispersive Fourier transform spectrometer.
 
 
 
 
 

Undergraduate research

Institut national de la recherche scientifique

May 2018 – Aug 2018 Varennes
Program software to facilitate measurements and data processing in spectral and coherence characterization of nanolasers.
 
 
 
 
 

Undergraduate research

University of Ottawa

May 2017 – Apr 2018 Ottawa
  • Set up, calibrate, and write a program to control different devices to form a spectroscopy system.
  • Use this system to study photoluminescence in 2-D and 3-D GaAs samples.
Solving JumpIN' with reinforcement learning

Solving JumpIN' with reinforcement learning

Use Q-learning to solve a single-player game optimally in Python.

Supercontinuum generation

Supercontinuum generation

Study of polarization properties during supercontinuum generation using germania-doped photonic crystal fiber.

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