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Marco FernandezMF
Open to opportunities

Marco Fernandez

@marcofernandez

Data Science student developing ETL pipelines and deep learning models—building data-driven solutions at the data engineering/ML intersection.

Argentina
Message

What I'm looking for

I’m seeking a junior Data Science role where I can grow at the intersection of data engineering and machine learning—building ETL pipelines and models (deep learning, NLP, and time series) that support reliable, real-world decisions.

I’m a Data Science student at UCA (expected 2026), and I’m focused on turning messy, operational data into reliable analytics that teams can act on. I currently develop ETL pipelines at ExxonMobil using Python, SQL, and Azure to power business analytics across field operations.

In my current internship, I build and maintain ETL pipelines integrating diverse field operations data (production, sensor, and operational sources) into centralized analytics environments. I also deliver clean, structured datasets to the business analytics team to enable faster, more reliable decision-making across daily operations.

I bring hands-on experience building Deep Learning models with TensorFlow and PyTorch, along with broader exposure to NLP, time series, and classical machine learning. My goal is to grow as a junior professional by connecting strong data engineering fundamentals with practical ML development.

Beyond industry work, I’ve led practical lab sessions as an Assistant Professor for Numerical Methods (2025) and Introduction to Data Engineering (2026), guiding ~15 engineering students through hands-on MATLAB programming and numerical algorithms. I value clear communication, rigorous implementation, and analytical reasoning—skills I aim to bring to data science teams.

Experience

Work history, roles, and key accomplishments

PU
Current

Assistant Professor

Pontifical Catholic University of Argentina (UCA)

Aug 2025 - Present (11 months)

Lead practical lab sessions for engineering students for numerical methods and introduction to data engineering. Teach MATLAB programming and numerical algorithms (root-finding, interpolation, numerical integration, and ODEs), guiding hands-on implementation and reinforcing analytical reasoning.

EX
Current

Unconventional IT Intern

ExxonMobil

Apr 2025 - Present (1 year 3 months)

Develop and maintain ETL pipelines using Python, SQL, and Azure to integrate field operations data (production, sensor, and operational sources) into centralized analytics environments. Deliver clean, structured datasets to support faster and more reliable daily decision-making.

TE

Crew Leader

TECHO

Jan 2019 - Jan 2022 (3 years)

Served as Crew Leader directing on-site construction of emergency housing while managing teams of 8–10 volunteers per build.

Education

Degrees, certifications, and relevant coursework

Pontifical Catholic University of Argentina (UCA) logoPU

Pontifical Catholic University of Argentina (UCA)

Bachelor of Data Science, Data Science

Activities and societies: Relevant coursework: Statistics, Calculus, Artificial Intelligence, Databases, Data Processing, Numerical Methods, Machine Learning.

Bachelor of Data Science at UCA (expected 2026), with coursework in statistics, calculus, artificial intelligence, databases, data processing, numerical methods, and machine learning.

Amazon Web Services (AWS) Academy logoAA

Amazon Web Services (AWS) Academy

AWS Academy Data Engineer, Data Engineering

AWS Academy Data Engineer training/program.

Tech stack

Software and tools used professionally

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