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Artur Hermano Sampaio Dias

Artur Hermano Sampaio Dias

PhD student

UNICAMP || The University of Manchester | Brasil

Technologies

My Portfolio Highlights

My New Track

Machine Learning Scientist

My New Track

Data Analyst

Problem-solver, troubleshooter, creative thinker and data scientist beating entropy everyday!

My Work

Take a look at my latest work.

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Dimensionality Reduction in Python

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Designing Machine Learning Workflows in Python

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Exploratory Data Analysis in SQL

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Data Manipulation in SQL

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Writing Efficient Python Code

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Feature Engineering for Machine Learning in Python

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PostgreSQL Summary Stats and Window Functions

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Cluster Analysis in Python

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Machine Learning with PySpark

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Introduction to Spark SQL in Python

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Model Validation in Python

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Hyperparameter Tuning in Python

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Python Data Science Toolbox (Part 2)

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Python Data Science Toolbox (Part 1)

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Data-Driven Decision Making in SQL

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Feature Engineering for NLP in Python

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Image Processing in Python

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Functions for Manipulating Data in PostgreSQL

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Machine Learning with scikit-learn

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Unsupervised Learning in Python

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Understanding Data Visualization

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Object-Oriented Programming in Python

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ETL in Python

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Data Communication Concepts

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Intermediate SQL

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Joining Data in SQL

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Extreme Gradient Boosting with XGBoost

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Machine Learning for Time Series Data in Python

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Machine Learning with Tree-Based Models in Python

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Advanced Deep Learning with Keras

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Preprocessing for Machine Learning in Python

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Data Visualization with ggplot2 (Part 1)

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Image Modeling with Keras

My Certifications

These are the industry credentials that I’ve earned.

Other Certificates

DataCamp Data Analyst in SQL

DataCamp Machine Learning Scientist with Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Manchester Institute of Biotechnology | Mar 2022 - Mar 2023

PHD Student

I've worked with metalloenzymes that are involved in the degradation of pollutants and in the upcycling of lignin under the supervision of Dr. Samuel De Visser. Common tasks involved DFT calculations using QM cluster models with metal centers. I've been able to optimize the speed of output data processing using my skills with Python. This has been a great opportunity to learn and grow before I finish my PhD degree.
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Universidade Estadual de Campinas | Feb 2019 - Present

PHD Student

I've been working with many hydrolases that are involved in the upgrading process of cellulose and hemicellulose, specially from families GH3 and GH48. Using classical molecular dynamics simulations, I have unravelled mechnistic behaviours these enzymes present in varying conditions, from glycosylation states to substrate structure. I have been under the supervision of Dr. Munir Skaf and have collaborated with many other researchers from Brazil and abroad. Here, too, my python skills have upscaled my routine tasks and improved the way my whole group and I process data.

My Education

Take a look at my formal education

Doctor of Philosophy - PhD, ChemistryUniversidade Estadual de Campinas | 2023
Master of Science - MS, Biomathematics, Bioinformatics, and Computational BiologyFIOCRUZ - Fundação Oswaldo Cruz | 2019
Bachelor of Biotechnology, Biochemistry and Molecular Biology  · (FebruaryFederal University of Ceara | 2016
Visiting Student in BiotechnologyThe State University of New York | 2014

About Me

Artur Hermano Sampaio Dias

I am passionate about developing strategies and processes that enable environmentally-friendly industrial progress as well as challenging my programming skills against the frontiers of data analysis and machine learning. #OpenToWork

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