Marco Peña   

I'm

About

Data Analytics | Machine Learning | Data Science | Data Driven

I am a passionate Machine Learning Developer / Engineer and Researcher with Great Enthusiasm in Deep Learning and Computer Networks. Focus is on NLP, formal semantics, deep learning, and Machine Learning on structured data or robotics & assurance. I have a Master's Degree in Economics, finance and computer science and always looking to keep learning. Graduated in Industrial Engineering and worked as an Operational Engineer..

  • Degree: MSc (Economics & Finance & Computer Science )
  • City: Madrid


Key Skills / Interests:
Python (ML: Keras, TensorFlow, RNN, Pandas, Numpy, PyTorch, etc), Software Architecture, Html5, CSS, Unit Tests, Scrum, Git, Docker, Spark, Hadoop, AWS, Pytorch, XGBoost, PySpark, SQL, Linux, Serverless, Project Management and Artificial Intelligence (AI)

Career Highlights

A non-exhaustive list of my career highlights is detailed below.

KEY HIGHLIGHTS

  • Learning Agility: Self-taught Microsoft Office Visual Basic for Applications (VBA) within 3 months to record and edit macros for automating customised report generation
  • Self-taught Python programming for automating customised business reports and data analysis

Soft Skills

  • Influencing and Engagement: Advised Heads of HR and direct reports, conducted live workshops and webinars on talent management key trends, opportunities, and challenges in Colombia, influenced buy-in to best practices
  • Management Reporting: Analysed, compiled, and reported findings to Group senior management to inform decision making
  • Teamwork: Develops and maintains effective relationships with others in order to encourage and support the team
  • Conflict Resolution: Demonstrated effective conflict resolution skills and maintained a calm work environment

Volunteering Experiences

  • Referee in First Lego League Huelva: Regulate the action and fairness of the Robot Game during the tournament. Our job is to be a role model and ensure the teams have an amazing experience, regardless of how many points they score.

Professional Experience

Artificial Intelligence Researcher

Universidad Internacional de Andalucía
Sep 2022 - Sep 2023
  • Design, develop, and refine machine learning (ML) algorithms and data mining techniques that enhance data-driven decision-making.
  • Lead research projects, analysis, and the development of cutting-edge academic articles in the field of Machine Learning, contributing to the advancement of knowledge and innovation in this discipline.
  • Consultant

    Guadaltech Soluciones Tecnologicas
    Jun 2022 - Sep 2022
  • Generate reports in Python and Excel to carry out customer trend analysis, identification of niche to optimize organic reach from 13% to 27% within 3 months.
  • Collaborate with senior management, including head of sales, to grow accounts.
  • Utilize CRM platforms such as Odoo and Hubspot to serve 50+ customers per day, working with the Sales team to identify pain points and business opportunities.
  • Data Scientist

    Compañia INNU S.A.S
    Jan 2020 - Jan 2021
  • Evaluating 20+ employees in 6 departments through surveys and office hours assessing overall strengths and skills improving task productivity by 23% daily.
  • Collaborate with senior management across multiple functions, including customer success and finance, increasing survey submissions from 60% in the previous month to 75% by identifying weaknesses in customer feedback.
  • Analysis of financial statements, business summary reports and dashboard summaries to obtain data based on comparable product percentages and penetration rates for district managers, which increased store efficiency by 16%.
  • HSEQ Coordinator

    Inversiones Clinica Meta S.A.
    Aug 2019 - Dec 2019
  • Present recommendations for safety and construction items, including personal protective equipment, to senior management. personal protective equipment, to top management, reducing health care incidents by 18% per month.
  • Analysis of financial statements, business summary reports and dashboard summaries to obtain data based on comparable product percentages and penetration rates for district managers, which increased store efficiency by 16%.
  • Education

    Big Data Bootcamp

    The Valley Business School
    Oct 2022 - Dec 2022

    Master of Economy, Finances and Computer Science (Data Science & Business Intelligence)

    Universidad Internacional de Andalucía Nov 2021 - Sep 2022
    • Maths for Machine Learning
    • Python Programming (Numpy, Pandas, TensorFlow)
    • Data Management
    • Business Intelligence

    Bachelor of Engineering (Industrial Engineering), Honours

    Corporación Universitaria del Meta
    2010 - 2015

    Professional Certifications

    A non-exhaustive list of my various professional certifications is detailed below.

    • Introduction to SQL - DataCamp
    • Intermediate SQL Track
    • Machine Learning in Python - SmartMind
    • Google Data Analytics Professional Certificate
    • Google Analytycs Certificate
    • Insights from Data with BigQuery
    • Introduction to Data Analytics - SimpliLearn
    • Introduction to Data Mining - Ceinpro
    • Introduction to Artificial Intelligence - Grupo Atu
    • Data Science with Python - Grupo Indice

    Portfolio

    Main Projects

    • All
    • Data Science
    • Dashboards
    • Websites
    Machine Learning with Python
    Machine Learning with Python

    Case studies of the company Space X, proposed by The Valley bootcamp

    Machine Learning-Instance Selection
    Machine Learning-Instance Selection

    Algorithms for Instance Selection using Python

    Predicting Credit Card Customer Churn
    Predicting Credit Card Customer Churn

    Analyze the differences between runaway and active customers and train a system that is able to predict whether a customer has run away

    Predicting the value of SHIBA INU
    Predicting the value of SHIBA INU

    Predicting the value of SHIBA INU with Propeth in Python

    Natural Language Processing in Python
    Natural Language Processing in Python

    Natural Language Processing in Film Manuscripts in Python

    Watch This Space ....
    Watch This Space for My Next Projects




    Contact

    Location:

    Spain



    Call    (GMT+1h):

    +34 678 78 82 58