Hossein Mohammadi Rouzbahani
Senior Researcher, Electrical Engineer
Thornhill,ON
Summary
Skilled Researcher enthusiastic about supporting advancements in Electrical Industry, Energy Internet, Cybersecurity and Machine Learning. Passionate about increasing knowledge to drive growth and needed improvements. Ready to apply knowledge and 4 years of experience in research.
Overview
17
17
years of professional experience
10
10
years of post-secondary education
Work History
Senior Research Assistant
University of Calgary/University of Guelph
09.2019 - 11.2022
- Collaborated with leadership team to identify relevant questions and determine best methods of collection.
- Streamlined research processes to meet tight deadlines for multiple projects.
- Performed research into study topics to increase knowledge and to provide valuable contributions.
- Performed accurate quantitative analysis of targeted data research, collection and report preparation.
- Analyzed and interpreted patterns and trends.
- Wrote research papers, reports and summaries regarding application of machine learning in smart grids.
Teaching Assistant
University of Calgary/University of Guelph
Calgary, Canada
09.2019 - 11.2022
- Partnered with teacher to plan and implement lessons following school's curriculum, goals and objectives.
- Created lesson materials, visuals and digital presentations to supplement lesson plans.
- Presented wide range of information to students using hands-on instructional techniques for effective comprehension.
- Assisted teachers with classroom management and document coordination to maintain positive learning environment.
- Assessed student assignments to check quality and completeness before submission for grading.
Technical support and Data analyst
New Gold Inc
Toronto, ON
10.2020 - 09.2021
- Training engineering team to utilize neural networks in predictions.
- Extracted and interpreted data patterns to translate findings into actionable outcomes.
- Tested data prediction algorithms based on historical data.
- Implemented code solutions to answer analytic questions and test and assess new methods.
Data Analyst
Robofa Industrial Group
, Iran
01.2014 - 03.2019
- Leveraged text, charts and graphs to communicate findings in understandable format.
- Analyzed large amounts of data to identify trends and find patterns, signals and hidden stories within data.
- Developed and implemented data collection systems and other strategies to optimize statistical efficiency and data quality.
- Managed key tasks and resources to achieve cost, schedule and strategic growth initiatives.
- Developed diagrams to describe and lay out logical operational steps.
- Monitored employee tasks to gauge business functions and inefficiencies.
Branch Manager
Modaresan Sharif Educational Institute
, Iran
01.2014 - 01.2019
- Accomplished multiple tasks within established timeframes.
- Controlled costs and optimized spending via restructuring of budgets for labor, capital assets, inventory purchasing and technology upgrades.
- Delivered feedback to decision-makers regarding employee performance and training needs.
- Assisted in maintaining engaging and respectful educational environment by promoting discipline and cooperation.
- Supported student learning objectives through personalized and small group assistance.
Education
Ph.D. - Electrical And Software Engineering
University of Calgary
Calgary, AB 09.2019 - 12.2022
Master of Science - Power Engineering, Energy Management
Hamedan University of Technology
09.2014 - 10.2016
Bachelor of Science - Electrical Engineering, Power
Bu Ali Sina University
05.2006 - 05.2011
Timeline
Technical support and Data analyst
New Gold Inc
10.2020 - 09.2021
Senior Research Assistant
University of Calgary/University of Guelph
09.2019 - 11.2022
Teaching Assistant
University of Calgary/University of Guelph
09.2019 - 11.2022
Ph.D. - Electrical And Software Engineering
University of Calgary
09.2019 - 12.2022
Master of Science - Power Engineering, Energy Management
Hamedan University of Technology
09.2014 - 10.2016
Data Analyst
Robofa Industrial Group
01.2014 - 03.2019
Branch Manager
Modaresan Sharif Educational Institute
01.2014 - 01.2019
Bachelor of Science - Electrical Engineering, Power
Bu Ali Sina University
05.2006 - 05.2011
Publications
1. A review on virtual power plant for energy management
2. Optimizing scheduling policy in smart grids using probabilistic Delayed Double Deep Q-Learning (P3DQL) algorithm
3. Multi-Layer Defense Algorithm Against Deep Reinforcement Learning-based Intruders in Smart Grids
4. Optimizing Resource Swap Functionality in IoE-based Grids Using Approximate Reasoning Reward-based Adjustable Deep Double Q-Learning
5. An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids
6. Smart Households Demand Response Management with Micro Grid
7. Optimal incentive-based demand response management of smart households
8. Communication Layer Security in Smart Farming: A Survey on Wireless Technologies
9. Anomaly Detection in Cyber-Physical Systems Using Machine Learning
10. A Snapshot Ensemble Deep Neural Network Model for Attack Detection in Industrial Internet of Things
11. AI-Enabled Security Monitoring in Smart Cyber Physical Grid
14. Big Data Application for Security of Renewable Energy Resources
15. AI-Enabled Threat Detection and Security Analysis for Industrial IoT
16. Blockchain Applications in Power Systems: A Bibliometric Analysis
* Please visit my Google scholar profile for more information
Publications
1. A review on virtual power plant for energy management
2. Optimizing scheduling policy in smart grids using probabilistic Delayed Double Deep Q-Learning (P3DQL) algorithm
3. Multi-Layer Defense Algorithm Against Deep Reinforcement Learning-based Intruders in Smart Grids
4. Optimizing Resource Swap Functionality in IoE-based Grids Using Approximate Reasoning Reward-based Adjustable Deep Double Q-Learning
5. An Ensemble Deep Convolutional Neural Network Model for Electricity Theft Detection in Smart Grids
6. Smart Households Demand Response Management with Micro Grid
7. Optimal incentive-based demand response management of smart households
8. Communication Layer Security in Smart Farming: A Survey on Wireless Technologies
9. Anomaly Detection in Cyber-Physical Systems Using Machine Learning
10. A Snapshot Ensemble Deep Neural Network Model for Attack Detection in Industrial Internet of Things
11. AI-Enabled Security Monitoring in Smart Cyber Physical Grid
14. Big Data Application for Security of Renewable Energy Resources
15. AI-Enabled Threat Detection and Security Analysis for Industrial IoT
16. Blockchain Applications in Power Systems: A Bibliometric Analysis
* Please visit my Google scholar profile for more information
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