curriculum

General Information

Full Name Luiz Resende Silva
Languages Brazilian Portuguese (Native), English (Proficient), French (Beginner)

Education

  • 2021 - 2025
    Doctor of Philosophy (Ph.D.), Applied Mathematics
    Polytechnique Montréal, Montréal, Canada
    • Research Topic
      • Optimizing operations in open-pit mines using Constraint Programming (CP) for short-term planning
    • Areas of Focus
      • Constraint Programming;
      • Data Science & Machine Learning;
      • Short-term Planning of Open-Pit Mines;
      • Optimization of Mining Projects;
      • Optimization of Drilling and Blasting Patterns.
    • Activities and Seminars
      • GERAD Ph.D. student member;
      • CIRRELT doctoral student member;
      • CORS/JOPT 2023 - Montréal, QC.
    • Scholarship
      • Ph.D. Scholarship for Automation and Optimization of Operations in Open-Pit Mines.
  • 2018 - 2020
    Master of Engineering (M.Eng.), Mining Engineering
    McGill University, Montréal, Canada
    • Thesis
      • RISK ANALYSIS OF A LARGE COPPER MINING COMPLEX UNDER JOINT GEOLOGICAL AND EQUIPMENT UNCERTAINTY & APPLICATION OF SIMULTANEOUS STOCHASTIC OPTIMIZATION WITH GEOLOGICAL AND EQUIPMENT UNCERTAINTY
    • Areas of Focus
      • Mine Planning & Risk Analysis.
      • Stochastic Orebody Modelling.
      • Simultaneous Stochastic Optimization of Mining Complexes.
      • Data Science & Machine Learning.
    • Activities and Seminars
      • COSMO, CIM & MES Seminars' Coordinator - Montréal, QC.
      • Whittle Consulting Integrated Strategic Planning Seminar 2018 - Toronto, ON.
      • CORS/JOPT 2019 - Montréal, QC.
    • Scholarship
      • COSMO Stochastic Mine Planning Laboratory Scholarship for Master's in Engineering.
  • 2010 - 2016
    Bachelor of Applied Science (BASc), Mining and Mineral Engineering
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
    • Undergraduate Thesis
      • STRATEGIC MINE PLANNING ALGORITHM ANALYSIS APPLIED TO SUBLEVEL STOPING
    • Areas of Focus
      • Surface & Underground Mining.
      • Ore Processing techniques.
      • Mine Planning & Optimization.
      • Mine Design.
    • Activities and Seminars
      • Teaching assistant;
      • Grêmio Mínero-Metalúrgico Louis Ensch.
  • 2014 - 2015
    International Exchange Program (B.A.Sc.E.P.), Mining and Mineral Engineering
    University of Toronto, Toronto, Canada
    • Activities and Seminars
      • Sandwich Degree - Lassonde Institute of Mining.
    • Areas of Focus
      • Environmental Impact & Risk Assessment.
      • Surface & Underground Mining.
      • Wastewater Management.
      • Rock Mechanics & Blasting Design.
    • Scholarship
      • Science without Borders | CBIE.

Experience

  • 2021 - 2023
    Graduate Research Assistant
    Polytechnique Montréal, Montréal/QC, Canada
    • Research on Short-term Scheduling of Open-Pit Mines.
  • 2018 - 2020
    Graduate Research Assistant
    McGill University, Montréal/QC, Canada
    • Research on Stochastic Mine Planning and Optimization of Mining Complexes at McGill's COSMO Stochastic Mine Planning Laboratory.
  • 2017 - 2018
    Engineering Technical Advisor
    Empresa de Assist. Téc. e Ext. Rural do Est. de Minas Gerais – EMATER-MG, Belo Horizonte/MG, Brazil
    • Productive environmental zoning (ZAP) surveys and reports for the sustainable use of natural resources;
    • Environmental, geological, and topographical characterization studies.
    • Designed groundwater usage plans.
  • 2015 - 2015
    Engineering Intern
    Fisher Engineering Ltd., Markham/ON, Canada
    • Environmental Site Assessment (ESA) Phases I & II investigations and reporting.
    • Drilling campaigns for sample acquisition and hydro-geological investigations.
    • Soil and groundwater remediation procedures.
  • 2014 - 2014
    Student Intern
    Laboratório de Pesquisa Mineral e Planejamento de Mina - LPM-EEUFMG, Belo Horizonte/MG, Brazil
    • Surveying campaigns data analysis and database management.
    • 3-D orebody modelling, reserve estimation and mine design.
  • 2014 - 2014
    Teaching Assistant
    Universidade Federal de Minas Gerais, Belo Horizonte/MG, Brazil
    • Acquisition and organization of samples.
    • Teaching Assistant for undergraduate Flotation classes (laboratory sessions).
    • Teaching Assistant for graduate Mineral Processing classes (laboratory sessions).

Projects

  • 2020
    Integrating equipment production/capacity uncertainty to simultaneous stochastic optimization of mining complexes framework
    • Associated with McGill University's COSMO Stochastic Mine Planning Laboratory.
  • 2020
    Framework to integrate equipment production and capacities to risk analysis of mining complexes using equipment historical data
    • Associated with McGill University's COSMO Stochastic Mine Planning Laboratory.
  • 2019
    Direct block simulation of a gold deposit in a Mining Complex in South America
    • Associated with McGill University's COSMO Stochastic Mine Planning Laboratory.

Honors & Awards

  • 2023
    CREATE-NSERC Scholarship for Intelligent and Autonomous Mines (IAM)
    • Issued by CREATE-NSERC.
      • Associated with the Department of Mathematics and Industrial Engineering of Polytechnique Montréal.
  • 2018
    Graduate Excellence Award
    • Issued by McGill University.
      • Associated with McGill University's COSMO Stochastic Mine Planning Laboratory.
  • 2014
    Scholarship
    • Issued by Science Without Borders - CNPq.
      • Associated with University of Toronto and CBIE.

Academic Interests

  • Mining Engineering.
    • Orebody Modelling & Geostatistics.
    • Mine Planning & Optimization under Uncertainty.
    • Long and Short-term Mine Scheduling.
    • Mine Design.
  • Algorithm & Data Structure.
    • Linear Programming.
    • Discrete Optimization.
    • Coding (C++, Python and Java).
  • Artificial Intelligence.
    • Machine Learning.
    • Reinforcement Learning.
  • Data Science.
    • Data Analysis.
    • Data Farming.

Other Interests

  • Hobbies
    • Books — I have always liked reading adventure, mystery, and thrillers, but I love fantasy (and own all of J. R. R. Tolkien's published works).
    • Cinema — Watching a movie is my favourite everyday pleasure, and I especially like crime dramas and neo-noir.
    • Organizing — I like the feeling after organizing something (cabinets, drawers, wardrobe, folders etc.) and leaving it in order or with some extra free space.