Open to opportunities

Hugo Silva

@hugosilva

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AI Data Specialist with expertise in machine learning and astrophysics.

Germany

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What I'm looking for

I am looking for opportunities that foster innovation and collaboration, where I can apply my data science skills to solve real-world problems and contribute to impactful projects.

I am an AI Data Specialist currently working at Outlier, where I utilize Reinforcement Learning from Human Feedback to enhance the efficiency of machine learning models. My passion for data science is complemented by a strong academic background in Astronomy and Astrophysics, which I believe provides a unique perspective in the field of data analysis.

Previously, I worked as a researcher at the Center for Astrophysics of the University of Porto, focusing on the HI profiles of cluster galaxies. My research experience has honed my skills in data modeling and analysis, allowing me to tackle complex problems with innovative solutions. I also completed a research internship at the same institution, where I explored the thermodynamic effects on star characterization.

Experience

Work history, roles, and key accomplishments

Current

AI Data Specialist

Current

Outlier

Feb 2025 - Present (5 months)

Utilized Reinforcement Learning from Human Feedback to enhance the efficiency of machine learning models. Applied advanced data analysis techniques to optimize model performance and learning processes.

Reinforcement Learning Machine Learning Data Analysis Python SQL Algorithms

Astrophysicist

Center for Astrophysics of the University of Porto (CAUP)

Sep 2019 - Feb 2021 (1 year 5 months)

Conducted in-depth research on HI profiles of cluster galaxies, contributing to the understanding of galactic evolution. Analyzed complex astrophysical datasets to derive significant insights into cosmic structures.

Data Analysis Research Statistics Python IRAF Data Modelling

Research Internship

Center for Astrophysics of the University of Porto (CAUP)

Sep 2016 - Sep 2017 (1 year)

Investigated non-local versus local thermodynamic effects, assessing their impact on the characterization of sun-like stars. Performed detailed analysis of stellar properties and contributed to scientific publications.

Research Data Analysis Statistics IRAF

Education

Degrees, certifications, and relevant coursework

IU Akademie

Specialization, Data Science

Completed a specialization program in Data Science. The curriculum covered advanced topics and practical applications in data analysis and machine learning.

Faculty of Sciences of the University of Porto (FCUP)

MSc, Astronomy and Astrophysics

Pursued a Master of Science in Astronomy and Astrophysics. Master's thesis focused on 'What are HI profiles of cluster galaxies telling us?', conducted at the Center for Astrophysics of the University of Porto (CAUP).

Faculty of Sciences of the University of Porto (FCUP)

BSc, Physics

Completed a Bachelor of Science in Physics at the Faculty of Sciences of the University of Porto. The program provided a strong foundation in fundamental physics principles and research methodologies.

Udemy

Certification, Python for Machine Learning & Data Science

Obtained a certification in Python for Machine Learning & Data Science. This comprehensive course enhanced skills in data manipulation, statistical modeling, and algorithm implementation.