Samir S

Samir S Email and Phone Number

Principal Optimization and Machine Learning Engineer @ Workday
California, United States
Samir S's Location
San Francisco Bay Area, United States, United States
About Samir S

Operations research engineer with strong background and experience in developing large-scale optimization solutions using mathematical programming, constraint programming, and hybrid techniques. Solid academic and professional experiences in: 1. Mathematical modeling and analysis2. Large-scale optimization with applications in cloud resource management, transportation networks design and optimization, deposit/loan pricing, resource allocation and scheduling, military and humanitarian logistics.3. Quality-of-service provisioning, resiliency, service availability optimization in transportation networks4. Algorithm design and analysis5. Software engineering6. Research and development.Very passionate about modeling and solving large-scale combinatorial problems using decomposition methods and hybrid techniques. Some of my recently completed projects using large-scale decomposition methods: 1. A constraint programming based column generation decomposition for resource allocation in integrated systems. 2. A constraint programming based decomposition for dynamic cache distribution in Oracle Coherence3. A Column Generation based decomposition for large-scale software testing optimization4. A Cut-and-Solve method for the Virtual Network Function assignment problem5. A Column-and-cut generation for Constructing and Scheduling Multiple Forwarding Trees in Wireless Sensor Networks 6. Logic-based Benders decomposition for log analytic placement

Samir S's Current Company Details
Workday

Workday

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Principal Optimization and Machine Learning Engineer
California, United States
Website:
workday.com
Employees:
25261
Samir S Work Experience Details
  • Workday
    Principal Optimization And Machine Learning Engineer
    Workday
    California, United States
  • Workday
    Principal Optimization/Machine Learning Engineer
    Workday Aug 2019 - Present
    Pleasanton, California, Us
  • Concordia University
    Adjunct Associate Professor
    Concordia University Aug 2011 - Aug 2020
    Montreal, Qc, Ca
    Giving back to the community is the main driver of the work I am doing here. I benefit my collaborators with my applied operations research in networking background and experience. • I co-supervise graduate students (PhD students).• I am involved in the development of optimization models for resource allocation and quality-of-service management in communications networks.• I provide expert advice in large-scale optimization of communications networks.For a list of projects I have been involved in see https://sites.google.com/site/samirsebbahswebsite/publications
  • Fico
    Senior Analytics Consultant
    Fico May 2017 - Aug 2019
    Bozeman, Montana, Us
    Building and deploying analytics models and solutions to optimize and automate decision making
  • Oracle
    Project Lead
    Oracle Nov 2015 - Apr 2017
    Austin, Texas, Us
    I am a member of the Advanced Constraint Technology (ACT) team. In my daily work, I help advance Oracle analytics capabilities by developing software that makes Oracle products smarter, more efficient, and scalable. I contribute to the development of the Oracle constraint Solver, and I provide consulting service to other groups within Oracle for the design and implementation of analytics and optimization solutions. I am solicited for expert advice in domains such as optimization applications in cloud management, resource allocation and scheduling, data management, supply-chain management, transportation, and space optimization.
  • Oracle
    Senior R&D Engineer
    Oracle Aug 2012 - Oct 2015
    Austin, Texas, Us
    I am a member of the Advanced Constraint Technology (ACT) team.
  • Defence Research And Development Canada -- (Drdc Cora Ottawa)
    Nserc (Natural Sciences And Engineering Research Council Of Canada) Visiting Fellow
    Defence Research And Development Canada -- (Drdc Cora Ottawa) Sep 2010 - Aug 2012
    My work is to develop analytics methods to analyze and optimize the trade-off between logistics efficiency and effectiveness in the military. I contributed large-scale optimization methods, based on Column Generation and heuristics, for tactical logistics optimization in the military and in humanitarian relief operations.
  • Concordia University
    Instructor
    Concordia University Jan 2010 - May 2010
    Montreal, Qc, Ca
    Algorithm Design Techniques, COMP 6651, graduate course, winter 2010, Computer Science and Software Engineering, Concordia University, Montréal, Canada.
  • Concordia University
    Research Assistant
    Concordia University Jan 2006 - May 2010
    Montreal, Qc, Ca
    Member of the Optimization of Communication Networks (OCN) research team.
  • Graph Theory With System Applications
    Teaching Fellow
    Graph Theory With System Applications Jan 2008 - May 2008
    Graph Theory with System Applications, INDU 6131, graduate course, winter 2008, Industrial Engineering, Concordia University, Montréal, Canada.
  • Diro University Of Montreal
    Research Assistant
    Diro University Of Montreal Sep 2005 - Jan 2006
    Member of the Optimization of Communication Networks (OCN) research team.
  • Keepschool
    Visiting Teacher
    Keepschool Sep 2003 - Jun 2005
    Fr
    Visiting teacher in mathematics.Teaching mathematics to college students.
  • University Paris Xi
    Research Assistant
    University Paris Xi Mar 2003 - Oct 2003
    Member of the "Laboratoire de Recherche en Informatique (LRI)" research team.My job was to assess the performance of some self-stabilizing routing algorithms in wireless networks using Network Simulator (NS2). I implemented the algorithms using Tcl/Tk and C++Run extensive benchmark comparison tests.Delivered a research report recording the result of the study.
  • Group Saidal Pharmaceutical
    Network Administrator
    Group Saidal Pharmaceutical May 2002 - Sep 2002
    Network administrator. Managing a medium size local network under windows.

Samir S Education Details

  • Concordia University
    Concordia University
    Electrical And Computer Engineering
  • University Of Montreal
    University Of Montreal
    Computer Science And Operations Research
  • University Of Paris Viii
    University Of Paris Viii
    Computer Science And Operations Research
  • University Of Mouloud Mammeri, Algeria
    University Of Mouloud Mammeri, Algeria
    Computer Engineering

Frequently Asked Questions about Samir S

What company does Samir S work for?

Samir S works for Workday

What is Samir S's role at the current company?

Samir S's current role is Principal Optimization and Machine Learning Engineer.

What schools did Samir S attend?

Samir S attended Concordia University, University Of Montreal, University Of Paris Viii, University Of Mouloud Mammeri, Algeria.

Who are Samir S's colleagues?

Samir S's colleagues are Rebecca Ceel, Brian Willette, Kate Mcbride, Bambi Ornelas, Arjun Gupta, Albert Fortuna, Bryan Mosley.

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