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CurrentLeverage AI and machine learning to develop cutting-edge solutions that empower designers in the electronic design industry.
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Pouya Motakef is listed as Harnessing Computational Power to Automate IC Design | Founder at XMize at XMize, based in Mclean, Virginia, United States. AeroLeads shows a work email signal at energyvault.com and a matched LinkedIn profile for Pouya Motakef.
Pouya Motakef previously worked as Founder at Xmize and Founder at Xmize. Pouya Motakef holds Ph.D., Materials Science & Engineering from Uc Santa Barbara.
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I get the greatest satisfaction using my data science, computer programming, and computational modeling skills to solve challenging problems in electronics.โถ๏ธ ๐ ๐ฌ ๐๐๐ฅ๐๐๐ฅ ๐ฃ๐๐ง๐For 10 years, I have led interdisciplinary research and supported computational projects in various laboratory settings, including universities and NASA's Detector Systems Branch, and a multinational industrial energy firm.I started my career in materials science. My father, a chemist, heavily influenced this move.While pursuing my PhD, I managed research on electronic device applications. I learned to synthesize complex inorganic molecules using solid-state and deposition techniques and characterize their structural, electrical, and magnetic properties using x-ray, e-beam, and analytical spectroscopy techniques. My efforts resulted in 30+ scientific publications.Later, I earned a Master's in computer science after seeing opportunities to use machine learning and data science to automate laborious task within electronic design. Since then, I have used my modeling skills to develop tools to streamline quality control and data analysis processes and forecast energy costs.โถ๏ธ ๐ ๐ฌ ๐จ๐ก๐๐ค๐จ๐ ๐ฉ๐๐๐จ๐๐ ๐๐ป๐๐ฒ๐ฟ๐ฑ๐ถ๐๐ฐ๐ถ๐ฝ๐น๐ถ๐ป๐ฎ๐ฟ๐ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต | Working in public, government, and private sectors have equipped me with a unique perspective for the opportunities offered by data science and informatics in materials discovery.๐ ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ฎ๐น ๐ฃ๐ฟ๐ผ๐ฏ๐น๐ฒ๐บ ๐ฆ๐ผ๐น๐๐ถ๐ป๐ด | I offer a robust set of data-driven problem-solving and divergent thinking capabilities that allow me to go beyond a surface level, ask new questions, and generate creative ideas that explore many different solutions.๐ ๐๐ผ๐น๐น๐ฎ๐ฏ๐ผ๐ฟ๐ฎ๐๐ถ๐๐ฒ ๐ง๐ฒ๐ฎ๐บ๐๐ผ๐ฟ๐ธ | I enjoy working in teams and mentoring researchers, engineers, and data scientists in brainstorming new ideas, evolving existing ones, and translate them into leading-edge solutions.Connect with me or email me at p.motakef@gmail.com.
Listed skills include Scanning Electron Microscopy, Thin Films, Afm, Materials Science, and 38 others.
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Leverage AI and machine learning to develop cutting-edge solutions that empower designers in the electronic design industry.
Westlake Village, California, Us
โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐ฆ๐๐ข๐ฃ๐Lead the data science team with the development of energy planning and modeling tools to support sales, and energy market bidding platform to automate bid placement for optimal revenue stream.โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐๐๐๐๐๐๐๐๐ง๐ฆโ Vault-Bidder: Lead the research and development of market bidding platform including ๐Concurrent bid optimization across multiple energy and ancillary markets using deterministic and stochastic linear programming ๐Energy market price forecasting model in CAISO using convolutional and recurrent neural network.โ Optimized Dispatch: Lead the development of a fully modular linear programming model for energy dispatch capable of creating a robust optimization model for various configurations of power plants with unique or mixed-use cases. ๐Core module was used for future energy planning simulations to support sales, as well as creating intelligent schedule for controlling energy assets in real time, making sure existence of harmony between control and simulation.
Helsinki, Fi
โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐ฆ๐๐ข๐ฃ๐I supported the data science team in financial modeling projects, using algorithm design and machine learning to simulate business problems involving energy cost, asset sizing, and bid optimization.I have troubleshooted and generated solutions that supported the pre-sales team in understanding customers and their evolving energy needs.Additionally, I mentored new Data Scientists on developing and testing mathematical models concerning the energy sector.โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐๐๐๐๐๐๐๐๐ง๐ฆโ ๐๐ป๐๐ฒ๐น๐น๐ถ๐ด๐ฒ๐ป๐ ๐๐ถ๐ฑ๐ฑ๐ถ๐ป๐ด ๐ ๐ผ๐ฑ๐ฒ๐น | Designed a stochastic linear programming model for our Intelligent Bidding tool that automated monetization of solar generation and energy storage assets.๐ Used forecast uncertainty to optimize the commitment schedule, delivering 80% of revenue capture compared to perfect information.โ ๐๐ป๐ฒ๐ฟ๐ด๐ ๐๐๐๐ฒ๐ ๐ฆ๐ถ๐๐ถ๐ป๐ด ๐ง๐ผ๐ผ๐น | Built a financial model using mixed-integer programming to simulate energy lifecycle costs and footprints across photovoltaic, solar, wind, energy storage, and traditional fossil fuel assets.๐ Generated solutions in real-time at 1-sec/1-min/1-hour intervals, using CAPEX, OPEX, fuel costs, historical renewable generation, and load profiles as inputs.โ ๐๐ป๐ฒ๐ฟ๐ด๐ ๐ ๐ฎ๐ฟ๐ธ๐ฒ๐ ๐๐ถ๐ฑ๐ฑ๐ถ๐ป๐ด | Created an AI-based platform, using mixed-integer programming that optimized energy bids using renewable energy pricing forecast through an integrated table of pre-defined energy price bins in energy and ancillary markets.๐ Achieved +85% revenue capture through 10-minute pre-dispatched prices published by AEMO.โ ๐๐ป๐ฒ๐ฟ๐ด๐ ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด ๐ง๐ผ๐ผ๐น | Supported pre-sales teams by using linear programming to solve a network flow model representation of energy storage system configurations and automating the calculation of systems and configurations in real-time.
Calverton, Maryland, Us
IMS allowed me to apply the skills and knowledge from my Master's program and transition into data science.โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐ฆ๐๐ข๐ฃ๐As a software development team member, I helped support multiple bioinformatics initiatives by designing and developing web-based applications for new products and enhancements to existing ones on behalf of biomedical research organizations.My efforts mainly focused on developing prototypes, code applications, and maintaining the existing application quality through front- and back-end debugging, new support feature implementation, unit testing, and website deployment.โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐๐๐๐๐๐๐๐๐ง๐ฆ๐ฑ๏ธ Contributed to database query improvements for the Bioshare data repository by collaborating on open-source Django package developments.๐ฑ๏ธ Enhanced programming skills in Python, Django, HTML, CSS, SQL, JavaScript, Git, and Postgres.
College Park, Md, Us
After wrapping up my postdoc research, I pursued my Master's in computer science.โถ๏ธ ๐ ๐๐ฆ๐ง๐๐ฅ'๐ฆ ๐ง๐๐๐ฆ๐๐ฆI focused my thesis topic on how to solve 2 different escape routing problems using mixed-integer programming.My NASA experience inspired this topic, where I worked with sensor arrays in analog design layouts. This time, I applied that concept to challenges in electronic device applications.โถ๏ธ ๐ง๐๐๐๐๐๐ก๐ ๐๐ฆ๐ฆ๐๐ฆ๐ง๐๐ก๐งThe university offered me a TA position to support my studies.For 2 semesters, I taught courses in object-oriented programming, emphasis in Java, and introductory computer programming in the context of developing websites.This experience was a lot of fun. I enjoyed interacting with the students during lectures and in problem-solving sessions.
College Park, Md, Us
After completing my PhD in materials science and engineering, I received multiple offers for postdoctoral assignments.I joined the University of Maryland to learn more about inorganic compounds and their material design.โถ๏ธ ๐ฅ๐๐ฆ๐๐๐ฅ๐๐ ๐ฆ๐๐ข๐ฃ๐I managed an NSF-funded research project that evaluated the potential of inorganic titanium oxide compounds, with hollandite structures, in photovoltaic and electronic applications.I developed a research plan and experimental procedures to study the electronic structure of these solid-state, transition-metal oxides and identified ways to increase functionality and control.โถ๏ธ ๐๐๐ฌ ๐๐๐ฆ๐๐ข๐ฉ๐๐ฅ๐๐๐ฆI was challenged to use various synthesis methods, including solid-state synthesis and single crystal growth via the molten salt technique, to produce the hollandite titanite and vanadate compounds.From there, I designed and executed several photoelectron and analytical spectroscopy studies to characterize the electronic structure and collaborated with an expert in density-functional theory to calculate the optimal electronic band structure.โ๏ธ First-authored 2 scientific publications demonstrating material promise as an anode in solid oxide fuel cells.โ๏ธ Co-authored a second NSF study detailing optical conductivity and computational physics experiments that evaluated quasiparticle behavior in manganate materials, using XRD, XPS, UV-Vis, and magnetic and electrical resistivity measurements.I enjoyed the freedom I was given to do my research, including designing a study and its related experimental procedures and getting exposure to applying photoelectron and analytical spectra techniques to materials design.Along the way, I also had the chance to mentor an undergraduate student in best laboratory research practices.After completing my postdoc assignment, I stayed on with the university to pursue my Master's in computer science.
Greenbelt, Md, Us
ASRC Federal contracted me to work under NASA's Detector System Branch in the Detector Development Lab.โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐ฆ๐๐ข๐ฃ๐Working in a cleanroom environment, I supported a team of Engineers in the design, fabrication, and systems testing of advanced detectors, including infra-red filters using MEMS fabrication techniques for space-related applications.My prior research experience supported me in the fabrication and optical characterization of these filter arrays across the IR spectrum.โถ๏ธ ๐ง๐๐๐๐ก๐๐๐๐ ๐๐๐๐๐๐๐๐๐ง๐ฆโ ๐ข๐ฝ๐๐ถ๐ฐ๐ฎ๐น ๐ ๐ฒ๐๐ต ๐๐ถ๐น๐๐ฒ๐ฟ๐ | Designed and fabricated a manufacturing process for a polymer-based, free-standing metal mesh optical filter capable of screening IR radiation in ground-, water-, and space-based instrumentation.โ๏ธ Leveraged chemistry background to develop an inductive-capacitive bi-layer.โ๏ธ Co-authored and submitted a patent application for the technology.โ ๐๐ฎ๐๐ฎ ๐๐ป๐ฎ๐น๐๐๐ถ๐ & ๐ฉ๐ถ๐๐๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป | Used C# and .Net frameworks to develop a 2D CAD software layout that integrated with NASA's Flying Probe Tester and served as a QC tool that mapped a user-defined area and analyzed thousands of wafers and integrated circuit devices to detect circuit faults using automated processes.โ๏ธ Reduced data analysis time from several hours to a few minutes.โ๏ธ Enabled visualization of results in a tabulated or graphical format.โ๏ธ Streamlined editing of IPC files and setup of electrical tests.Working at NASA exposed me to new research areas, including polymers and MEMS fabrication. It provided a great learning opportunity to apply my data analysis skills in a quality control context.I also got to mentor a graduate student during the summer in device fabrication.During this time, I began a Master's program in computer science. When my contract ended, I used this opportunity to look for a role to hone my computer science skills further.
Santa Barbara, Ca, Us
I relocated to the US to pursue my PhD in materials science and engineering, expanding my expertise beyond my Master's.โถ๏ธ ๐ฅ๐๐ฆ๐๐๐ฅ๐๐ ๐ฆ๐๐ข๐ฃ๐My research focused on investigating the structural, magnetic, and electronic properties of rare earth and transition metal complex oxide thin films for electronic device applications.โถ๏ธ ๐๐๐ฌ ๐๐๐ฆ๐๐ข๐ฉ๐๐ฅ๐๐๐ฆThroughout my graduate work, I authored and co-authored more than 15 scientific publications that offered insights into promising nanotechnology and semiconductor applications.โ๏ธ Optimized the process for thin film growth of GdTiO3, SrTiO3, and LaNiO3 structures using hybrid molecular beam epitaxy and RF magnetron sputtering methods, and characterized their electronic properties.โ๏ธ Investigated the magneto-transport properties of a prototype Mott/band insulator, explicitly assessing the origin of 2-dimensional electron gas formation at the interface between GdTiO3 and SrTiO3 compounds.
Tehran, Ir
โถ๏ธ ๐๐๐ฅ๐๐ฌ ๐๐๐ฅ๐๐๐ฅWhile earning my Master's in materials science and engineering, I applied computational analyses and machine learning techniques to 2 materials science projects.โ ๐๐ฟ๐๐ถ๐ณ๐ถ๐ฐ๐ถ๐ฎ๐น ๐ก๐ฒ๐๐ฟ๐ฎ๐น ๐ก๐ฒ๐๐๐ผ๐ฟ๐ธ | Developed and trained a model that predicted the oxidation behavior of magnesia graphite composites, achieving 99% fit, which allowed calculation of kinetic parameters, such as diffusion coefficient and diffusion activation energy.โ ๐๐ถ๐ป๐ถ๐๐ฒ ๐๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ ๐ ๐ผ๐ฑ๐ฒ๐น | Solved the strain distribution in BaTiO3-based PCTR thermistors undergoing electro-thermal heating under different conditions, which offered insights for self-regulating heating elements and thermal control applications.
Quick answers generated from the profile data available on this page.
Pouya Motakef works for XMize.
Pouya Motakef is listed as Harnessing Computational Power to Automate IC Design | Founder at XMize at XMize.
AeroLeads has found 2 work email signals at @energyvault.com for Pouya Motakef at XMize.
Pouya Motakef is based in Mclean, Virginia, United States while working with XMize.
Pouya Motakef has worked for Xmize, Spearmint Energy, Energy Vault, Wรคrtsilรค Energy, and Information Management Services, Inc..
You can use AeroLeads to view verified contact signals for Pouya Motakef at XMize, including work email, phone, and LinkedIn data when available.
Pouya Motakef holds Ph.D., Materials Science & Engineering from Uc Santa Barbara.
Pouya Motakef is listed with skills including Scanning Electron Microscopy, Thin Films, Afm, Materials Science, Characterization, Matlab, Magnetics, and Spectroscopy.
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