Orlando Murcia Perdomo

Orlando Murcia Perdomo  new_releases

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Ai Engineer At Mercadolibre
Neiva, Huila, Colombia

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Résumé

Jobs verified_user 20% verified
  • MercadoLibre
    AI Engineer verified_user Verified experience public Remote experience
    MercadoLibre
    Apr 2023 - Current (3 years 2 months)
    Software / Machine Learning Engineer working on a large-scale, AI-driven platform operating at hundreds of millions of daily requests. I design, build, and maintain production machine learning systems using XGBoost and large language models (LLMs), integrated into highly scalable backend services written in Go. I work across the full ML lifecycle, including data analysis, feature engineering, model evaluation, deployment, and continuous iteration in high-throughput, low-latency environments.
  • Correlation One
    Data Science Teaching assistant public Remote experience
    Correlation One
    Mar 2022 - Jul 2022 (5 months)
    - Guided a group of more than 50 students in their training process as data scientists, providing mentorship on both technical and practical aspects of data science. - Acted as a secondary mentor, addressing various doubts and facilitating a deeper understanding of complex concepts. - Reviewed, graded, and corrected different assignments to ensure students met learning objectives and industry standards. - Leveraged my experience as a Software/Machine Learning Engineer, where I designed, built, and maintained production machine learning systems for a large-scale, AI-driven platform. This background allowed me to provide real-world insights into the full ML lifecycle, including data analysis, feature engineering, model evaluation, and depl
  • MOVII
    Data Engineer public Remote experience
    MOVII
    Nov 2021 - Current (4 years 7 months)
    - Development of multiple data pipelines - Implementation of the AWS lambda service for automation development - Handling, creation and management of database lakes, data warehouse - Data mining for visualization through the AWS Quicksight service and gaining insights
  • S
    Purdue's Visiting Research Scholar
    School of Mechanical Engineering
    Feb 2021 - Aug 2021 (7 months)
    Project named "MicrokARts: Designing Augmented Reality Enabled Karts for Co-Located Play with Children" developed with the group of C-Design Lab led by PhD Candidate Terrell Glenn and Professor Karthik Ramani
  • R
    President IEEE Robotics and Automation Society
    RASI
    Jan 2019 - Jan 2020 (1 year 1 month)
    Organized an event to motivate students to join engineering careers. ("RAS Roadshow") also direct collaboration for the financing of a research project
Education verified_user 50% verified
  • Surcolombiana University
    Bachelor of Electronic Engineering Electronic Engineering verified_user Verified experience public Remote experience
    Surcolombiana University
    Jan 2016 - Nov 2021 (5 years 11 months)
  • Coursera
    Biomedical Research Investigators and Key Personnel
    Coursera
Awards verified_user 0% verified
  • Electrohuila
    First Place Hackathon as Best ML Model
    Electrohuila
    Nov 2021
  • Minciencias
    Data Science Scholarship awarded by MINCIENCIAS
    Minciencias
    Feb 2021 - Aug 2021 (7 months)
  • N
    Nexo Global Huila as Internship Research internship in STEM areas at Purdue University awarded by MINCIENCIAS