Andres Vasquez

Andres Vasquez

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Machine learning engineer at Anyone AI
Antioquia, Colombia

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Résumé


Jobs verified_user 0% verified
  • Anyone AI
    Machine learning engineer
    Anyone AI
    Feb 2023 - Current (3 years 5 months)
    - Worked as part of a highly selective fellowship program designed to accelerate the careers of top talent across Latin America. - Responsible for creating and deploying machine learning models using PyTorch, TensorFlow, and Scikit-learn for various projects. - Stack up to +650hs of training in NLP, Computer Vision, and Predictive Analysis (as well as some MLOps practices using AWS, Docker, Linux, Flask, and Reddis). - Implemented an Apache Airflow pipeline to retrieve information about e-commerce information from SQLite databases and Dbeaver. - Automated the process of charting and reporting, which reduced the time it took to generate reports from hours to minutes. Improved the accuracy of reports and increased the visibility of data to de
  • I
    Data analyst
    Industrias centricol S.A.S.
    Sep 2019 - Sep 2021 (2 years 1 month)
    - Worked with project managers to develop and implement strategies for the development of new biotechnology product lines based on available data from market research and analysis of quotations, increasing the revenue by 50% in 2 years. - Technologies used: Python, Pandas, Matlab, PowerBI, Excel, SQL.
  • G
    Data scientist
    Grinsup
    Sep 2019 - Jan 2023 (3 years 5 months)
    - Created pricing algorithms to guarantee product profitability using real-time price of raw materials by web scrapping major providers, resulting in a constant 40% gross profit margin, and raising last year's net profit by 10%. - Developed innovative nutritional estimation models that accurately predict nutrient content, based on numerical multiobjective optimization techniques, leading to more efficient and effective product development. - Designed and implemented a highly effective webpage that effectively communicates product information to customers and developed pricing algorithms that optimize profitability, resulting in significant gains for the company. - Technologies used: Python, Pandas, Matlab, PowerBI, Excel, SQL, WordPress, Am
  • Premex
    Innovation data science
    Premex
    Jan 2018 - Jul 2018 (7 months)
    - Collaborated with technical teams, customer service representatives, and stakeholders across multiple countries to design and deploy a comprehensive data collection strategy for microbiome analysis in poultry and swine. - Conducted extensive exploratory data analysis on microbiome and proteome data to investigate correlations between expression levels and microbiome distribution for targeted diseases. NDA for the results. - Technologies used: Python, Excel.
Education verified_user 0% verified
  • Platzi
    Curso básico de manipulación y transformación de datos con Pandas y NumPy
    Platzi
    Aug 2022
  • Universidad Nacional de Colombia
    Master of science - MS biotechnology
    Universidad Nacional de Colombia
    Jan 2020 - Dec 2022 (3 years)
  • Universidad Nacional de Colombia
    Bachelor's degree, biotechnology
    Universidad Nacional de Colombia
    Jan 2014 - Dec 2018 (5 years)