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Sara Marín

Data Analysis | Data Science | Machine Learning

🙋 About Me

I'm a 𝗱𝗮𝘁𝗮 𝗮𝗻𝗮𝗹𝘆𝘀𝘁/𝘀𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁 focused on solving problems and helping make decisions with a scientific approach. Interested in new challenges related to MLOps Engineering roles.


🛠 Tech skills

R, Python, SQL, Git, Cloud Computing with AWS (EC2, S3, Lambda...), MLFlow (experiment tracking and model registry), Prefect (workflow orchestration), Tableau


Sara Marín-López's Projects

air-quality-monitoring icon air-quality-monitoring

The objective of the project is to build an end-to-end machine learning project that aims to predict air quality across various cities.

dengue_competition icon dengue_competition

The goal is to predict the number of dengue cases each week (in two different locations) based on environmental variables describing changes in temperature, precipitation, vegetation, and more.

drivendata_richter icon drivendata_richter

Based on aspects of building location and construction, our goal is to predict the level of damage to buildings caused by the 2015 Gorkha earthquake in Nepal.

faunalytics_wildlife icon faunalytics_wildlife

In this project, we will be working with an existing dataset to produce estimates of the imports of various wildlife and wildlife products year-over-year

forecasting_fuelprice icon forecasting_fuelprice

The objective of the project is to build an end to end machine learning project to predict fuel price. It involves all the steps from building to deploying and monitoring the model.

sql-exercises icon sql-exercises

Exercises completed from https://en.wikibooks.org/wiki/SQL_Exercises

wifi_positioning icon wifi_positioning

Indoor localization is still an open problem mainly due to the loss of GPS signal in indoor environments. For this reason, we evaluated the application of machine learning techniques to this problem, replacing the GPS signal with WAPS signal.

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