J

Jorge Reyes

About

Detail

Monterrey, Nuevo Leon, Mexico
Contact Jorge regarding: 
work
Full-time jobs
Starting at USD1.2k/month
Flexible work
Starting at USD7.5/hour
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Internships
Starting at USD600/month

Timeline

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Job
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Project

Résumé

Jobs verified_user 0% verified
  • John Deere
    Machine Learning Engineer Intern
    John Deere
    Jan 2025 - Aug 2025 (8 months)
    • Built ML pipelines improving accuracy from 64% to 83%. • Designed PySpark ETL workflows, reducing processing time by 40%. • Developed REST APIs and React tools for real-time ML usage. • Standardized UNSPSC classification improving data consistency. • Collaborated with global teams on production ML solutions.
Education verified_user 0% verified
  • I
    IBM Generative AI Engineering Professional Certificate
    Jan 2026 - Feb 2026 (2 months)
  • I
    Introduction to Cisco Packet Tracer
    Aug 2024 - Oct 2024 (3 months)
  • G
    Google Data Analytics Professional Certificate
    Aug 2023 - Sep 2023 (2 months)
  • B
    Basic Python Programming Certification
    Aug 2022 - Sep 2022 (2 months)
  • L
    Lean Six Sigma White Belt
    Aug 2022 - Sep 2022 (2 months)
  • Tecnologico de Monterrey
    B.S. Robotics and Digital Systems Engineering
    Tecnologico de Monterrey
    Jan 2022 - Apr 2026 (4 years 4 months)
Projects (professional or personal) verified_user 0% verified
  • A
    ActionLSTM Sequence Modeling
    Aug 2025 - Nov 2025 (4 months)
    Bidirectional LSTM for skeleton-based recognition with evaluation and Top-5 inference. PyTorch, LSTM
  • H
    Human Activity Recognition (GNN + CV)
    Aug 2025 - Nov 2025 (4 months)
    Built full pipeline: video → pose → graph → training. Scaled preprocessing with PySpark. Python, OpenCV, GNNs, PySpark
  • F
    Fraud Detection (Imbalanced ML)
    Aug 2025 - Sep 2025 (2 months)
    Trained XGBoost, LightGBM, and CatBoost using SMOTE and temporal validation. Scikit-learn, XGBoost
  • A
    Autonomous Navigation System
    Feb 2025 - May 2025 (4 months)
    Vision-based robot using Jetson Nano and ESP32 with real-time control. ROS 2, OpenCV