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.
- Research Topic
- 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.
- Thesis
- 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.
- Undergraduate Thesis
- 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.
- Activities and Seminars
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.
- Issued by CREATE-NSERC.
- 2018
Graduate Excellence Award
- Issued by McGill University.
- Associated with McGill University's COSMO Stochastic Mine Planning Laboratory.
- Issued by McGill University.
- 2014
Scholarship
- Issued by Science Without Borders - CNPq.
- Associated with University of Toronto and CBIE.
- Issued by Science Without Borders - CNPq.
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.