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Network Power<100 people
Roles
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IT
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C-level Executive
Geos
🇨🇦100%
Canada
Work Background
Part Time Faculty
Seneca College of Applied Arts and TechnologyPart Time Faculty
Jan. 2013Toronto, Ontario, CanadaCourses taught: 1- Introduction to Programming Using C 2-An introduction to Java for C++ Programmers Covering: Console Application Development, Applets and Web applications, Graphical user interface using Java, Networking and socket programming with Java, Multi threading, Java exception handling, I/O programming in Java, JDBC 3- enterprise Java Beans Covering Java Enterprise Edition (J2EE) hierarchy and structure, servlets, JSP, JavaBeans, JMS, enterprise applications development, ...
Research Associate
University of Ontario Institute of TechnologyResearch Associate
Feb. 2007 - Sep. 2008Oshawa, Ontario, CanadaPublished 3 journal papers and 5 conference papers in MIMO communication, cooperative communication, relay networks. Research Areas: • Distributed beam-forming for relay networks based on second order statistics of CSI • General rank beam-forming fin cooperative communication with a multi-antenna relay node • Power and performance optimization in bi-directional relaying schemes Projects completed • Implementation of a blind channel and CFO estimation algorithm in a MIMO channel on the Signalion's HALO 4x4 MIMO testbeds • Implementing a two-way 2 by 2 MIMO OFDM communication system with video real-time playback capabilities using WARP wireless research platform. (http://warp.rice.edu/) • Simulation and performance evaluation of a distributed beam-forming communication scheme using MATLAB and Simulink • Simulation and performance evaluation of a joint uplink, downlink relaying scheme using a multi-antenna relay node with dependent uplink and downlink channel state information using MATLAB • Simulation and performance evaluation of bi-directional relaying schemes cooperative communication
Quality control expert for electronic parts
SAIPA Vehicle Manufacturing CompanyTehQuality control expert for electronic parts
Apr. 2006 - Feb. 2007Tehran, IranQuality control expert in electric and electronic parts • Technical quality report about the noise e↵ects and reception quality issues in Rio and Pride (KIA Motors) radios • Technical quality report about the airbag electronic control unit (ECU) and it’s malfunctions in Xantia (Citroen) • Quality management department’s expert in the “Xantia car crash investigation committee”. • Member of the team to renew the tests for radio antenna’s quality
Business Analyst
IT development CenterBusiness Analyst
Jan. 2003 - Jan. 2004IT Development Center (MAGFA with persian acronyms) is a joint venture investment company in High-Tech projects. Responsibilities: • Project manager in business planning and consultation for the first iranian IT-museum • Project coordinator in business planning for the “Building Management System” project. • Business planning and consultation for the first Iranian value added SMS service provider company
Data Scientist
TELUSData Scientist
Dec. 2020Toronto, Ontario, Canada- Leveraging GenAI and large language models (LLMs) to address procurement use-cases - Providing GenAI and LLM training for TELUS leaders to identify relevant use-cases across the company - Establishing a Generative AI center of excellence (GenAI COE) to coordinate and direct GenAI efforts across the corporations - Building ML and DL models to enrich data and provide insights and analytics for better decision making - Building a data pipeline on Google cloud platform (GCP) to consolidate all procurement data from multiple different sources to build a unified reporting platform
Data Science, Cloud Technologies Instructor
University of Toronto School of Continuing StudiesData Science, Cloud Technologies Instructor
Jan. 2021 - May. 2022Toronto, Ontario, CanadaTeaching “Cloud Technologies for Big Data and AI” with focus on Google Cloud Platform (GCP) and Amazon Web Services (AWS)
Data Scientist and Machine Learning Engineer
TELUS DigitalData Scientist and Machine Learning Engineer
Nov. 2018 - Dec. 2020Toronto, Ontario, CanadaDesign, development and deployment of machine learning algorithms for a variety of used cases such as - Anomaly/fraud detection - recommendation systems (popularity, user based, product based) - Scoring and prioritizing business leads - Customer behaviour prediction Platforms used: GCP : Cloud functions, App engines, BiqQuery, Data Store,Firestore, Cloud Fusion, Cloud Storage, Stackdriver logging, pubsub, Datalab, etc.. AWS: Openshift Programming languages: Python, Node JS Models Delivered as RESTful APIs with authentication, A/B testing, logging.
Senior IT Consultant
BellSenior IT Consultant
Oct. 2013 - Oct. 2018Mississauga, Ontario, CanadaSelected Responsibilities: • Managing incoming analytics, assessments and reporting requests and engaging stakeholders to understand the underlying business problem, base assumptions and desired outcomes • Supervising the preparation of business requirement document through managing work sessions with the clients and stakeholders • Assessing the requirements based on the knowledge of the available tools and infrastructures and designing solutions in coordination with the development team • Breaking down the required analysis and development activities into single tasks and assigning each task to the proper resource • Planning required testing for each milestone and supervising the preparation of test cases and verifying test results • Managing the post implementation support by closely watching the system in production, communicating with the clients to ensure proper and expected functionality • Preparing and maintaining the project documentation • Providing knowledge transfer, product demos and training
Senior Consultant
Project X Ltd.Senior Consultant
Oct. 2015 - Oct. 2018Selected Responsibilities: • Managing incoming analytics, assessments and reporting requests and engaging stakeholders to understand the underlying business problem, base assumptions and desired outcomes • Supervising the preparation of business requirement document through managing work sessions with the clients and stakeholders • Assessing the requirements based on the knowledge of the available tools and infrastructures and designing solutions in coordination with the development team • Breaking down the required analysis and development activities into single tasks and assigning each task to the proper resource • Planning required testing for each milestone and supervising the preparation of test cases and verifying test results • Managing the post implementation support by closely watching the system in production, communicating with the clients to ensure proper and expected functionality • Preparing and maintaining the project documentation • Providing knowledge transfer, product demos and training
Research Associate, PhD Candidate
University of TorontoResearch Associate, PhD Candidate
Sep. 2008 - Dec. 2014Toronto, Ontario, Canada• Dissertation title:“Mobility Diversity: Enhancing Mobile Wireless Networks Sensing, Localizing and Communicating” • Courses Taken : System modeling and analysis, Control of stochastic processes, Packet Switching and queuing theory, Statistical theory of communication, Mobile communication systems • Published/submitted/prepared 3 conference papers and 3 journal papers • Areas of research: Compressive sensing for spectrum sensing, distributed compressive sensing, localization in mobile sensor networks, Mobility diversity in mobile wireless networks, Cramer-Rao bound in mobile network localization, stochastic cramer-rao bound analysis of mobile networks, mobility models in vehicular networks Projects Completed • Performance evaluation of an antenna selection 2x2 MIMO communication scheme for mobile station to base station link sponsored by Research In Motion (RIM) and Communication Research Canada (CRC) • Implementation of an antenna selection scheme for a 2 by 2 MIMO OFDM communication system using 3GPP - Spacial Channel Model (SCP) for MATLAB to study the effct of the non-ideal RF front end impairments on the performance of base station to mobile station communication in a practical scenario • Studying the effect of denial of service (DoS) attacks on networks using tiny buffers through NS2 simulations (Published in INFOCOM workshop)
Instructor/ Teaching Assistant
University of TorontoInstructor/ Teaching Assistant
Sep. 2010 - Apr. 2013Toronto, Ontario, CanadaI have been teaching, tutoring or assisting many courses at university of Toronto including: Computer Programming with C, Calculus I and II, Fundamentals of Electrical Engineering, Electric and Magnetic Fields, Programming with Java, Object oriented programming using C++, Signals and Systems, Probability and Random Processes, Dynamic Systems and Control, Communication Systems, Algorithms and Data Structure, Digital Communication.
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