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Skills

Technical Skills

  • Automation (PLC & HMI Programming)

  • Concept Development for Automation.

  • 2D & 3D  Machine Vision

  • AI in Manufacturing​.

  • Mechanical & Manufacturing Engineering​

  • Programming & Interface Development​ (Python, Java, SQL, .Net).

Project Management & Leadership

  • Technical Roadmap Development & Execution

  • Research & Innovation Leadership

  • Cross-functional Team Coordination

  • Budget & Resource Management

  • Process Optimization

  • Industry-Academia Collaboration (Internship Programs, AI Research)​

Business & Industry Expertise

  • Sectors: Automotive, Aerospace, Medical, Industrial, Energy, Defense, Marine

  • Technical Sales & Strategy Alignment

  • Cost Reduction & Process Efficiency

  • AI & Automation Adoption in Manufacturing

Work Experience

Education

2018-2020

University of Alberta - MSC Mechanical Engineering

2010-2015

Instituto Tecnologico de Hermosillo - BSc Mechanical Engineering

Courses & Trainings

  • Certified Vision Professional (CVP) Advanced (Basic Association for Advancing Automation -2025) Link

  • Certified Vision Professional (CVP) Basic (Basic Association for Advancing Automation -2025) Link

  • Cognex Insight Training (Cognex - 2023)

  • Cognex Vision Pro Training (Cognex - 2023)

  • Keyence Sistema de Vision CV-X Nivel Intermedio (Keyence – 2022)

  • Aquaponics Fundamentals and Design (The School of Aquaponics – 2020)

  • Python for Data Science and Machine Learning Bootcamp (Udemy-2019)

  • Python for Computer Vision with OpenCV and Deep Learning (Udemy-2019)

  • Python Based Image Processing and Computer Vision (Udemy, 2019)

  • Operation training of CNC 5 Axis HAAS VF2 MILL (University of Alberta, 2019)

  • Course of PLC Allen Bradley Programming Methods - (Brabatech, July-August 2016)

  • Training of Allen Bradley HMI programming (Brabatech, May 2016)

  • Course of Industrial Electricity, Safety and Control of Electric Motors (Lear Corporation , March 2016)

  • Course of Kaizen,5s and TPM Strategies (Lear Corporation, December 2015)

  • Basic Course of Motoman Robots Programming (Yaskawa Training Center, November 2015)

  • Course of CNC HAAS MILL Operation (University of Wisconsin, 2014)

  • Programming and Operation of CNC PROTOTRAK LATHE (University of Wisconsin, 2014)

  • Training of MIG welding (University of Wisconsin, 2014)

  • Programming and Operation of CNC TORMACH (University of Wisconsin, 2014)

  • Programming and Operation of CNC PROTOTRAK CONTROLLER MILL (University of Wisconsin, 2014)

  • EISEN Manual Mill Operation (University of Wisconsin , 2014)

  • EISEN Manual Lathe Operation (University of Wisconsin, 2014)

  • Manual programming, G and M codes and CNC operation- (CG Automation, 2014)

  • Basic course of  mechanic modeling with Solidworks (ITESM,2012)

  • Basic course of CNC tools (ITH, 2012)

  • Welding Techniques Courses. TIG-MIG (ITH, 2012)

Publications

  • Towards automated aquaponics a review on Monitoring, IoT and Smart Systems. Journal of Cleaner Production. Published- April 2020.

  • Wireless sensing module for IoT Aquaponics database construction. ICCMA Conference.  Published. June 2020.

  • Real-time growth rate and fresh weight estimation for leafy crops in aquaponics systems using multi-instance segmentation. Journal Computers and Electronics in Agriculture.  Published. October 2020.

  • Real-Time Implementation of Digital Twin for Robot Based Production Line, 11th Conference on Learning Factories 2021 – Published June 2021.

  • Digital Twin and tracking system for Aquaponics Smart Systems.  Sensors – June 2022.

  • Pull Force AI Prediction: Enabling Non-Destructive Testing for Ultrasonic Welding Applications, TechCon, Durham, NC - November 2024.

  • High Precision Vision-Guided Robotics Assembly and Laser Welding of Miniature Medical Devices, TechCon, Durham, NC - November 2024.

Patents & IP

Patents

  • 2022073 - Automated Modular Rack for Aquaponic Grow Beds

  • 63/634,516 (USProv) - Automated Removal and Discarding Mechanism for Wire and Ring Assembly

  • 63/634,514 (USProv) - One Component Expansive Mandrel for Holding Multi-Size Miniature Rings.

  • 63/634,510 (USProv) - Robotic Dual Vacuum Nozzle for Pick and Place of Miniature Rings.

  • 63/634,509 (USProv) - Novel Wire Handling Insertion Mechanism and Method.

​

Internal TE Connectivity Trade Secrets.

  • A Novel AI Method for Low Resolution (>100x100px) Defect Detection

  • Novel approach for Rapid Assembly Verification (RAV)

  • Synthetic defect generator for AI training datasets

  • Path re-arrangement segmentation method for a faster inference approach.

  • Expansion System for Internal Ring Securement and Rotation.

Teaching/Trainer Experience

  • Co-Industrial advisor for Vision & Artificial Intelligence (VAI) Group of the University of Sonora since 2021. Link

  • Lecturer Mechatronic Project Development, Department of Engineering, Instituto Tecnológico de Estudios Superiores de Monterrey (ITESM)   Hermosillo, September 2022 - January 2023.

  • Thesis advisor for MSC Thesis ‘’Cómo validar sistemas de vision en la industria de manufactura’’, University of Sonora, 2022-2025.

  • Industrial Invited Jury for the MSC Thesis ‘’Pronóstico de series de tiempo de las principales variables de operación del Molino SAG mediante algoritmos de Aprendizaje Máquina’’, University of Sonora, 2024.

  • Thesis Industrial Advisor for BSc Mechatronics ‘’Mobile Robotic Arm for 2D/3D inspection of plastic molds’’, Tecnologico Nacional de Mexico - Hermosillo, 2023.

  • Thesis Industrial Advisor for BSc Mechatronics ‘’Low-Cost 3D Bin picking development’’, Tecnologico Nacional de Mexico - Hermosillo, 2023.

  • Thesis Industrial Advisor for BSc Mechatronics ‘‘Pull out Force prediction for ultrasonic welding products’’, Tecnologico Nacional de Mexico - Hermosillo, 2023.

  • Lead 3 editions of the AI CUP in LATAM, training over +150 students from +10 different universities and participating in +30 AI related projects with manufacturing plants.

  • Lead machine vision and automation workshops. Train over +50 engineers in the use of AI , machine vision and automation technologies for manufacturing plants in 4 countries such as the USA, Mexico, Costa Rica and Brazil.

  • Lecturer Process Control, Department of Engineering, Instituto Tecnológico de Estudios Superiores de Monterrey (ITESM)   Hermosillo, September 2022 - January 2023.

  • Lecturer Design and Simulation in Mechanical Engineering – Mechanical Engineering, Tecnológico Nacional de México (TECNM), Mechanical Engineering Department, Hermosillo, September 2020 - January 2021.

  • Lecturer CAD/CAE/CAM – Mechatronics Engineering, Tecnológico Nacional de México (TECNM), Mechanical Engineering Department, Hermosillo, September 2020 - January 2021.

Invited Speaker/Conferences

  • Invited Event Speaker for AI Salon Event, a global community for AI topics sharing. Hermosillo, Sonora, 2025. Link

  • Presenting Technical work titled Pull Force AI Prediction: Enabling Non-Destructive Testing for Ultrasonic Welding Applications, TechCon, Durham, NC - November 2024.

  • Invited Conference Speaker, AI-Link Up 2024 organized by University of Sonora, Hermosillo, Sonora, 2024. Link

  • Invited Professional Networking Event forum for CIMM (see detail below), Hermosillo, Sonora, November 2023.

  • Invited Conference Speaker, Manubyte Congress organized by ITSON (Technologic Institute of Sonora), Empalme, Sonora 2022.

  • Invited Conference Speaker, Manubyte Congress organized by ITSON (Technologic Institute of Sonora), Empalme, Sonora 2021.

  • Invited Conference Speaker: AI on Production Manufacturing Processes, CETyS University, Tijuana, Baja California, 2022.

  • Alumni forum for CIMM (International Congress for Mechanical and Mechatronic Engineering), Hermosillo, Sonora 2020.

Awards & Recognitions

  • CONACyT Scholarship Recipient - Awarded with a highly competitive scholarship that fund graduates studies abroad. 

  • Best LIMDA researcher of the year 2020 - Awarded Best LIMDA researcher of the year by the LIMDA lab in recognition of academic achievements and research development during the year of 2020. Link to Research Group

Contact information
ab.reyesyanes@gmail.com

© 2035 by Abraham Reyes Yanes. 

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