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Coding
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MarianoOG/README.md

Data Scientist, Bionics Engineer & Educator

I am a data scientist with Bionics Engineering background and knowledge on machine learning, data analysis and visualization technologies. I am passionate in Artificial Intelligence as a tool to create meaningful solutions to complex problems. Furthermore, I have a curious and creative personality that keeps updated and learning about the current AI landscape and its trends.

Skills

  • Clean, transform, merge and visualize data with Python using NumPy, Pandas, Matplotlib, Seaborn, Altair, Plotly, etc...
  • Experience with implementing machine learning algorithms (Scikit-learn, PyTorch and TensorFlow) to create clusters, models and to detect underlying patterns in data.
  • Develop data pipelines: extract, transform and load (ETL’s).
  • Knowledge in SQL (MySQL, PostgreSQL and Firebird).
  • Conformable in working with version control (GIT).
  • Understanding of Clould Technologies (AWS and Azure) and Linux.
  • Experience with agile development, methodologies and tools such as scrum, kanban, Jira, stand-ups, sprint planning.
  • Define and measure metrics (KPI’s, OKR’s) to make data-driven decisions to reach specific objectives and raise productivity.
  • Turn data into interactive easy-to use data visualizations, dashboards, reports and presentations with Tableau and Streamlit.
  • Hands-on experience in computer vision (OpenCV) and natural language processing NLP (sentiment analysis using textblob and OCR using tesseract)
  • Excellent skills in mathematics (calculus, linear algebra, statistics).
  • Solid understanding of object-oriented programming in Python

Interests

I also enjoy board games, education, photography, traveling, swimming and good storytelling. Send me a message if you want to talk about any of those things!

Contact

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Pinned

  1. Task-Analytics Task-Analytics Public

    Forked from brunorosilva/todoist-analytics

    The main goal of this tool is to help you visualize, analyze and get insights about your tasks.

    Python

  2. Data-Science-Projects Data-Science-Projects Public

    This repository is a sandbox of tutorials and random ideas around data-science that also serves as a simple portfolio.

    Python 1

  3. FlockingBehavior-Swarm FlockingBehavior-Swarm Public

    Drones working together for collective movement and flocking behavior written in ROS with python nodes (thesis project Participants: Kevin Gutierrez, Celeste Villaverde, Mariano Orozco).

    Python 1

  4. Multi-objectiveOptimizationEvolutiveAlgorithms Multi-objectiveOptimizationEvolutiveAlgorithms Public

    NGSA-III algorithm to solve multi-objective problems with constrains and predefined problems from the DTLZ set.

    C 1