Andres M.
GentBelgium
100% Job Success

AI and Algorithm Engineer

I have extensive experience in building Simulations, Algorithms, predictive Machine Learning models and whole software ecosystems with multiple algorithms working together. My expertise includes classic Algorithms, Statistics and Machine Learning, Simulation, Backed development, Mathematical Optimization, Data Science and Cloud Engineering. I also have a lot of expertise in creating solvers for combinatorial optimisation problems using local-search based meta-heuristics in the Optaplanner framework (now called Timefold). I have extensive experience with deploying this kind of software and the whole development cycle, including maintenance. I also do the setup and deployment of these applications on cloud infrastructure. I can complete the whole project pipeline or only do a specific part of the project. Up to you! My previous experience includes writing Algorithms for large companies dealing with dredging, pharmaceutics, manufacturing, delivery, workforce organisation, waste management, banking, financial trading and others. I created algorithms for these companies solving problems related to scheduling, routing, task-sequencing, route-optimisation, predictive modelling, quantitative analysis, automatic Algorithm configuration and Simulation. Some of these algorithms were implemented using Optaplanner, some were completely custom, some where done using machine learning and statistics (using Python and Python frameworks), some with Simulation, but most were a combination of some of these. You can contact me on maes_andres@hotmail.com
Work history

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Skills

Skills

  • Python
  • Machine Learning Model
  • Statistics
  • Machine Learning
  • OptaPlanner
  • Mathematical Optimization
  • Mathematical Modeling
  • Simulation Software