Giovannina Mansir

Astrophysics Researcher | Spectral Analysis

Salary / Daily rate

Sunnyvale, CA, USA

Mobility: 69 Heidelberg, Berlin, ...

Freelance, open to permanent contract

Can come onsite

Skills

PythonData VisualizationData ScienceData AnalysisGitSoftware CraftsmanshipNumPypandasscikit-learnProofreadingLinuxGitHubMachine Learning

Languages

EnglishSpanish

About me

Intro

PhD Astrophysicist with 8+ years specializing in exoplanet analysis and atmospheric modeling. Developed open-source Python tools for NASA and created benchmark libraries enhancing planetary characterization accuracy. Expert in statistical modeling, spectral analysis, and data pipeline optimization for complex astronomical datasets.

Links

Work experience

Graduate Student Researcher

Universidad de Chile

Feb 2016 - Present

10 years 9 months

Santiago, Santiago Metropolitan Region, Chile

- Created a benchmark library of Solar System atmospheres to enhance comparative exo- planet analysis, integrating advanced statistical models, and spectral data processing. - Applied advanced spectral decomposition techniques to isolate features of planetary surfaces and atmospheres, improving accuracy in characterizing Solar System analogs for exoplanet research. - Streamlined the pipeline for multi-modal data analysis by integrating observational data from multiple instruments, ensuring consistency and reproducibility across diverse datasets. - Conducted comparative analysis between Solar System bodies and exoplanetary candidates pro- viding actionable frameworks for analog-based planetary characterization. - Developed BatSignal, a Python tool leveraging MCMC (Markov chain Monte Carlo) and Gaus- sian Process Regression for precise exoplanet transit modeling, reducing signal noise. The project is open-source on GitHub. - Led monthly identification of transiting planet targets for observation, using statistical analyses to detect Transit Timing Variations (TTVs), contributing to the TraMoS Project. - Conducted approximately 50 nights of solo telescope observations, capturing high-precision data at leading Chilean observatories. - Classified the composition of Near-Earth Objects (NEOs) using photometry from GROND (Gamma- ray Burst Optical/Near-infrared Detector, mounted on the 2.2m telescope at La Silla) for asteroid characterization.

Summer Research Intern

NASA Ames Research Center

Jun 2014 - Oct 2015

1 year 5 months

Mountain View, CA, USA

- Developed a tool in IDL to remove atmospheric effects in images from CRISM, an infrared spectrometer on the Mars Reconnaissance Orbiter. - Created a myriad of martian atmospheric models using DISORT (Discrete Ordinates Radiative Transfer Program for a Multi-Layered Plane-Parallel Medium) - Gained extensive knowledge of the CRISM Analysis Toolkit, which is run as an extension to Environ- ment for Visualizing Images (ENVI), an image processing system for easily analyzing remotely sensed data written in IDL.

Learning Suport Services Tutor

UC Santa Cruz

Jan 2015 - Jul 2015

7 months

Santa Cruz, CA, USA

- Tutor for introductory astronomy classes - Guided 2-4 students per day through problems by breaking down physical and mathematical concepts

Undergraduate Researcher

Planetary Undergraduate Research Laboratory

Jan 2014 - Jul 2014

7 months

Santa Cruz, CA, USA

- Analyzed exoplanet GJ 436b in attempt to explain the relatively flat transmission spectrum - Adjusted the equation of state and metallicity to lessen the requirement of high cloud cover - Determined that the spectrum could be explained through a metalicity content of around 99%


Education

Universidad de Chile

Doctor of Philosophy (Ph.D.)

2016 - 2025

10 years

University of California, Santa Cruz

Bachelor’s Degree

2011 - 2015

5 years

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