About

I'm a second-generation Filipina-American from the Bay Area, California. My academic journey spans three countries, and I've spent nearly a year working in industry. I interned as a data scientist at NASA Ames in 2019 and as a physicist at Facebook (Meta) in 2021. Beyond coding, I enjoy solo travel and vinyasa yoga. Follow my academic journey on Twitter at @sabrinastronomy, and sometimes I'm on Linkedin.

Brief Academic Timeline

  • PhD Candidate at University of Melbourne/ASTRO 3D (2022-present)
  • Physics MSc at McGill University (2021)
  • Astrophysics BA at UC Berkeley (2018)
Me in Hokkaido, Japan!

Research

The publications I've been a part of can be found here. I am passionate about research between infrared and radio wavelengths and bridging the divide between theory and instrumentation. Although my research experiences have been diverse, I have unified my work through both high performance computing and data science applications.

High-z Theory

I work broadly on simulating the high-z universe (z ≥ 6) to compare to current and future observations.

Quasars

The James Webb Space Telescope (JWST) has unveiled a new era of early universe quasar observations with the detection of stellar light from their hosts for the first time. I compare JWST high-z quasar host detections to analogs within the BlueTides simulation. This involves comparing mock images and spectra and quantifying observational bias. The first paper on this work can be found on the arXiv. Supervised by Madeline Marshall and Stuart Wyithe.

My talk at the 2023 Astro 3D science meeting.

Reionization

I apply Bayesian statistics and deep learning to future measurements of the universe during reionization to reconstruct the matter density field. This is only quantifiable if we simulate scales on the order of megaparsecs. Through the use of maximum a posteriori (MAP) estimates, we successfully reconstruct the matter density field during reionization for the first time using solely a brightness temperature measurement. This requires the use of highly optimized auto-differentiation methods on GPUs (I use JAX ). Supervised by Adélie Gorce and Adrian Liu .

An example of the MAP estimate of a fully reconstructed matter density field during reionization.

Radio Instrumentation

During my master's degree at McGill University, I worked on calibrating radio telescopes using both traditional and novel techniques with Jonathan Sievers. I helped begin the development of a novel technique for calibrating the beam of the Canadian Hydrogen Observatory and Radio-transient Detector (CHORD) using the Global Navigational Satellite System (GNSS). I made the first proof of concept measurement that GNSS can be used in radio beam calibration. I measured consistent and repeatable satellite slices through the CHORD pathfinder beam. I also explored the use of GNSS in VLBI phase calibration in comparison to classic pulsar calibrators. Check out the GitHub for my work here .

An example of a GNSS satellite track over the CHORD pathfinder.

Industry Experience

Did you know that a Facebook employee claims to have invented the job title data scientist ?

Facebook

NASA

Resources

Here are some of the resources I've written by myself or contributed to (more to come!):

Teaching

I got my start in teaching as a community college student. I was a tutor for the introductory astronomy courses and helped students of all backgrounds, including students who struggled in English and special needs students. This experience spearheaded my interest in becoming a better teacher and tutor. I wanted to learn how to be an effective and compassionate instructor. As someone who did not have many chances to experience active learning in her education, I strive to incorporate active learning into all my teaching experiences.

University Teaching

As a graduate TA and tutor, I have been able to put my teaching skills into practice and further my confidence as a teacher. I have taught tutorials, held office hours, made solution sets, and graded while a TA.

University of Melbourne (During PhD)

  • The Art of Scientific Computing (Summer/Winter 2023)
  • Special Relativity (Winter 2023)

McGill University (During MSc)

  • Signal Processing (Spring 2021/2022)
  • Introduction to Astrophysics (Mixed Honors Undergraduate and Graduate Course) (Fall 2021)
  • Computational Physics with Applications (PHYS 512) (Mixed Honors Undergraduate and Graduate Course) (Fall 2019)

Non-University Teaching

Hackbright Academy Lecturer (2021-2022)

  • Delivered 25 hours of lectures on Python concepts each month.
  • Provide 1 on 1 tutoring, mentorship, and homework and final project feedback.
  • Helped 150+ women and non-binary students of all ages learn Python for the first time.
  • Here's some student feedback I received while at Hackbright that embodies my teaching style: "I appreciate your empathy and welcoming tone when you present. I honestly don't feel so dumb when I provide incorrect answers to reviews or random questions because that's the environment you've created. It's a safe space and I wish you could teach the August full time cohort!!"

Coding Workshops

  • McGill Physics Hackathon (Introduction to Machine Learning), 20+ students (2021)
  • McDonald Particle Physics Summer School (Introduction to Unix/Linux), 100+ students (2021)

Private Tutoring

Over the years, I also spent 150+ hours as both a group and private physics and programming tutor to elementary through university students. This involved crafting sample problems and providing mini-lectures on the subject matter. (January 2016 - present)

Outreach


Currently, I focus most of my outreach efforts as a co-host of the astro[sound]bites podcast! However, I outline my previous outreach in depth below this section.

astro[sound]bites

Since 2022, I’ve been a co-host for the astro[sound]bites podcast , the podcast spin-off of astrobites . astro[sound]bites provides an accessible avenue for anyone interested in astronomy to learn about exciting research at the undergraduate level. Every other week, we synthesize two astrobites from across the spectrum of astrophysics subfields and unify them into a fun and cohesive theme. We also host episodes on topics related to equity and inclusion within astronomy. As of December, 2023, our episodes have amassed more than 20,000 downloads. Below are three of the episodes I'm most proud of. In Episode 68, I give an overview of my atypical path into astronomy.

astro[sound]bites · Episode 68: Breaking the Stigma Around Community College Part II
astro[sound]bites · Episode 64: Our Take on Landmark Papers Part II
astro[sound]bites · Episode 71: Galaxies Say Halo

More outreach!

Outreach beginnings

I began participating in astronomy related public engagement as soon as I chose my major. My first experience was as a volunteer at the local Chabot Space and Science Center near me in 2013. Since then, my passion for participating in public engagement went into full force. I became an American Astronomical Society (AAS) Astronomy Ambassador while at UC Berkeley, which included a two-day workshop on best practices in science public engagement.

McGill Physics Hackathon and Outreach Coordinator

I served as a McGill Physics Matters Outreach Coordinator throughout 2020. While in this role, I co-led the organization of the McGill Physics Hackathon in November, 2020 which included organizing eight coding workshops on Python to Machine Learning attended by more than 200 people. I also helped organize and facilitate a variety of programs and public astronomy talks supporting outreach in the Montreal community and beyond. This included initiating an ongoing international collaboration with the McGill Space Institute and Dyer Observatory at Vanderbilt University during the COVID-19 pandemic.

Outreach in Underserved Communities

As I participated more in outreach, I found that my main interest lies in reaching those who have not had as much access to science engagement programs. I strive to target my public engagement almost entirely to underserved communities. Through the Astronomy of the Pacific's Project ASTRO Teacher Program (September 2016 - June 2017), I developed curriculum and instructed a fifth-grade class in astronomy at Rosa Parks Elementary School in Richmond, California. Since then, I also participated in a month long active learning and feedback workshop through the AAS and Astronomical Society of the Pacific that culminated in a presentation to Fischer Middle School students in San Jose, California in 2021.

Public Talks

I’ve also given invited talks on my research and my path through science at

  • Vanier College in Montréal, QC (2020)
  • A screenshot from my talk at Vanier College in Montréal, QC.
  • Saratoga High School in Saratoga, California (20 students) (2020)
  • Khan Lab School in Mountain View, California (30 students) (2019)
  • Chatting to students at Khan Lab School about astronomy!



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