Data Science, optimization, machine/deep learning, data analysis
Resume:
Reza Nematirad, CV
Reza Nematirad
ad300e@r.postjobfree.com
https://www.linkedin.com/in/reza-nematirad
Electrical and Computer Engineering, Kansas State University, Room 3067, 1701D Platt St. Manhattan, KS. EDUCATION
SELECTED PUBLICATIONS AND PROJECTS
• Reza Nematirad, Anil Pahwa, Balasubramaniam Natarajan, and Hongyu Wu:” Optimal Sizing of Photovoltaic- Battery System for Peak Demand Reduction Using Statistical Models”, Front. Energy Res.
• Sec. Smart Grids, 2023, Volume 11 - 2023 doi: 10.3389/fenrg.2023.1297356.
• Reza Nematirad, Anil Pahwa, Balasubramaniam Natarajan, “A Novel Statistical Framework for Optimal Sizing of Grid-Connected Photovoltaic-Battery Systems for Peak Demand Reduction to Flatten Daily Load Profiles.”. MDPI, Solar, 2024.
• Reza Nematirad and Anil Pahwa: “Solar radiation forecasting using artificial neural networks considering feature selection.” IEEE Kansas Power and Energy Conference (KPEC), 1-4
• Reza Nematirad, Amin Ahmadisharaf, Ali Lashgari: “Forecasting the Performance of US Stock Market Indices During COVID-19: RF vs LSTM” Pennsylvania Economic Association, Jul 2022.
• Reza Nematirad, M.M. Ardehali, and Amir Khorsandi:” Optimization of Residential Demand Response Program Cost with Consideration for Occupants Thermal Comfort and Privacy.” IEEE Access, 2024.
• Reza Nematirad, Mehdi Behrang, Anil Pahwa: “Acoustic-Based Online Monitoring of Cooling Fan Malfunction in Air-Forced Transformers Using Learning Techniques.” (Under review in IEEE Access).
• Amin Ahmadisharaf, Reza Nematirad, Sadra Sabouri, Yakov Pachepsky, Behzad Ghanbarian: “Representative sample size for forecsting saturated hydraulic conductivity via machine learning: A proof-of-concept study”. (Under review in Water Resources Research).
• Eunsaem Cho, Ebrahim Ahmadisharaf, Amin Ahmadisharaf, Reza Nematirad, and Amir Aghakouchak
“Unraveling Relationships Between Magnitude and Seasonality of Reservoir Inflows and Climatic Variables in West and Southwest United States.” (Under review in Journal of Hydrology).
• Determining Reference Power Systems for the Next Thirty Years for Iran and Implementing Different Scenarios Using electric Consumption Forecast, Amirkabir University of Technology, Tehran.
• Clustering DERs into Groups to Minimize the Bandwidth and Telecommunication Links Required while Considering the Power Balance, Amirkabir University of Technology, Tehran. 2022-present
• Ph.D. Student in Power System Engineering, Electrical and Computer Engineering, Kansas State University, Manhattan, KS.
• Graduate Certificate in data Science, Kansas State University, Manhattan, KS. 2018- 2021
• M.Sc. in Planning and Management of Energy Systems, Electrical Engineering Department, Amirkabir University of Technology (Center for Excellence in Power Systems), Tehran. 2012-2017
• B.Sc. In Electrical Engineering, Electrical Engineering Department, Amirkabir University of Technology
(Center for Excellence in Power Systems), Tehran.
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Reza Nematirad, CV
WORK EXPERIENCE
2020-2021 Data Scientist and Machine Learning Specialist at Resanai Automation Machinery Manufacturing, Tehran.
2019- 2020 Power consumption evaluator at Sabalan Plastic Company, Tehran. 2018-2019 Co-founder of the Tees Sanat Sharif company, Tehran . 2016 Internship: Tehran Province Electricity Distribution Company, Tehran. TECHNICAL SKILLS
• Programming Languages: Python, MATLAB, C++, Excel, Microsoft Office Suite
• Data Analysis tools: Pandas, NumPy, Matplotlib,
• Learning tools: Scikit-learn, Keras, TensorFlow, tslearn, Seaborn.
• Statistical Analysis: Forecasting, Time Series Analysis, Regression, Classification, Clustering, Signal Processing
• Database: SQL
• Optimization tools: GAMS, MATLAB
• Power system simulators: PowerWord, OpenDSS, PSCAD, DigSILENT, HOMER, LEAP PUBLICATIONS
CONFERENCES, PRESENTATIONS
2023
• The 2023 IEEE Power & Energy Society General Meeting, Orlando, Fl.
• The Symposium on Solar Energy for Rural Kansas hosted by Kansas State University, Department of Electrical Engineering, Manhattan, KS.
• Kansas State University Research and the State poster presentation, KSU. ACADEMIC EXPERIENCE
2022- present Graduate Research & Teaching Assistant, Mike Wiegers Department of Electrical & Computer Engineering, Kansas State University, Manhattan, KS. Teaching experience: Power system analysis, power system operation, power systems design. PROFESSIONAL SERVICES & LEADERSHIP
2022- Present
• Reviewer: IEEE Access, KPEC Conferences, Environmental Science and Pollution Research, NAPS
• Technical Committee Member: Kansas Power and Energy Conference, Manhattan, KS.
• Vice President of the Iranian Graduate Student Association, Kansas State University, Manhattan, KS. 2015
• Participant and organizer of the National Electronics Seminar at Amirkabir University of Technology, Tehran.
HONORS, AWARDS, GRANTS & SCHOLARSHIPS
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Reza Nematirad, CV
2023 Kansas State University Graduate Student Council travel awards, Manhattan, KS. 2023 Selected outstanding engineering student at Research and the State Forum, Manhattan, KS. 2016 Outstanding Graduate Student of the Year, Electrical Engineering Department, Amirkabir University of Technology, Tehran.
2015 Gold medalist at Freestyle Wrestling Championships, Amirkabir University of Technology, Tehran. 2013 Gold medalist at Freestyle Wrestling Championships, Amirkabir University of Technology, Tehran. 2012 Ranked in the top %0.3 among 320,000 participants in the Iran Nationwide University Entrance Exam B.Sc. degree in Engineering.
PROFESSIONAL AFFILIATIONS:
2022- Present: Institute of Electrical and Electronics Engineers (IEEE) Student Member. LEADERSHIP & SOFT SKILLS
Hard Skills: Team management, Teamwork, Work ethic, Time management, Leadership. Soft Skills: Empathy, Willingness to learn, Hardworking, Quick learning, Determined, Organized. REFERENCE
University Distinguished Professor, Anil Pahwa
Email: ad300e@r.postjobfree.com
Phone: +1-785-***-****
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