MAHARSHI PATHAK https://www.linkedin.com/in/maharshi-pathak- XXXXXX Unit 311 XXXX@XXXX.XXX| M: (XXX) XXX-XXXX Denver, CO 80216 EDUCATION AND TRAINING MS Built Environment July 2017 Arizona State University, Tempe, AZ GPA: 3.73 / 4.00, in top 10% Thesis: Machine learning applications for stock level building energy related policy decisions BTech Civil Engineering May 2014 Pandit Deendayal Petroleum University, Ahmedabad, India CPI 7.49 / 10.00, in top 5% PROFESSIONAL EXPERIENCE Research Engineer (GitHub profile: https://github.com/mpathak24) 2018āPresent National Renewable Energy Laboratory, Residential Buildings, Golden, CO Programming: Python | Ruby | Cloud computing | CLI programming | Data visualization | Version control Packages used: SQLite, SciPy, NumPy, Pandas, Matplotlib, Scikit-learn, Dask, Seaborn ā¢ Developed scalable, data-based, probabilistic decision-making tools for individual, and stock-level whole- building energy models that include varied metadata, massing, faƧade, and system-level granularity. ā¢ Conducted time-series simulations and parametric variations of these models, boosted the deployment of a large amount of data for validating the solutions using optimization algorithms and statistical models for the techno-economic analysis of the output of the energy models. ā¢ Scraping, Cleaning, Merging, and Analyzing data from simulation and measurement sources and providing custom tools to apply statistical methods dynamically and automatically generating plots and reports. ā¢ Developing production-ready codes based on convex optimization, regression, and classification algorithms to generate automated workflows utilizing cloud computing to post-process the energy simulation results, including time-series calibration and data visualization. ā¢ Performed software development, testing using Python and Ruby languages that utilize an XML language based schema (HPXML) for the weatherization assistance program (WAP, DoE) to make a smooth transition to a web-based, computationally accurate building energy auditing tool. Project weblink: https://github.com/NREL/OpenStudio-BuildStock Project weblink: https://github.com/NREL/OpenStudio-HPXML Sustainability Analyst 2016ā2017 School of Geographical Sciences and Urban Planning, ASU ā¢ Conducted an energy audit for a ļ¬tness center (~25,000 Sq. Ft) located in Phoenix suburban area; analyzed the indicators for poor building energy performance; proposed low-cost energy conservation measures; analyzed the feasibility of the on-site energy generation. Sustainability Intern 2016 Atelier, Ten, Summer Intern, Environmental Design MAHARSHI PATHAK https://www.linkedin.com/in/maharshi-pathak- XXXXXX Unit 311 XXXX@XXXX.XXX| M: (XXX) XXX-XXXX Denver, CO 80216 PUBLICATIONS Select Journal Papers: ā¢ āDesign of Energy Efficient Buildings for Mitigation of Urban Heat Island Phenomena Using Remote Sensing and GIS Techniques in Ahmedabad City, Gujarat State, India,ā and ā¢ āUrban Heat Island Characterization and Isotherm Mapping Using Geoinformatics Technology in Ahmedabad City, Gujarat State, Indiaā in (Vol.6 No.3 2015) of International Journal of Geosciences (IJG). EXTRA-CURRICULAR Conferences: ā¢ Presented a talk titled āMachine Learning-based Methodology to Cluster Buildings into Archetypes for Urban Scale Building Energy Modelingā under the āModeling Innovationsā seminar at ASHRAE ā IBPSA BPACS conference 2019, Denver, CO. ā¢ Participated in the 2nd Low Down Showdown competition organized during the annual ASHRAE IBPSA SImBuild conference at Salt Lake City, Utah, 2016
MAHARSHI PATHAK https://www.linkedin.com/in/maharshi-pathak- XXXXXX Unit 311 XXXX@XXXX.XXX| M: (XXX) XXX-XXXX Denver, CO 80216 EDUCATION AND TRAINING MS Built Environment July 2017 Arizona State University, Tempe, AZ GPA: 3.73 / 4.00, in top 10% Thesis: Machine learning applications for stock level building energy related policy decisions BTech Civil Engineering May 2014 Pandit Deendayal Petroleum University, Ahmedabad, India CPI 7.49 / 10.00, in top 5% PROFESSIONAL EXPERIENCE Research Engineer (GitHub profile: https://github.com/mpathak24) 2018āPresent National Renewable Energy Laboratory, Residential Buildings, Golden, CO Programming: Python | Ruby | Cloud computing | CLI programming | Data visualization | Version control Packages used: SQLite, SciPy, NumPy, Pandas, Matplotlib, Scikit-learn, Dask, Seaborn ā¢ Developed scalable, data-based, probabilistic decision-making tools for individual, and stock-level whole- building energy models that include varied metadata, massing, faƧade, and system-level granularity. ā¢ Conducted time-series simulations and parametric variations of these models, boosted the deployment of a large amount of data for validating the solutions using optimization algorithms and statistical models for the techno-economic analysis of the output of the energy models. ā¢ Scraping, Cleaning, Merging, and Analyzing data from simulation and measurement sources and providing custom tools to apply statistical methods dynamically and automatically generating plots and reports. ā¢ Developing production-ready codes based on convex optimization, regression, and classification algorithms to generate automated workflows utilizing cloud computing to post-process the energy simulation results, including time-series calibration and data visualization. ā¢ Performed software development, testing using Python and Ruby languages that utilize an XML language based schema (HPXML) for the weatherization assistance program (WAP, DoE) to make a smooth transition to a web-based, computationally accurate building energy auditing tool. Project weblink: https://github.com/NREL/OpenStudio-BuildStock Project weblink: https://github.com/NREL/OpenStudio-HPXML Sustainability Analyst 2016ā2017 School of Geographical Sciences and Urban Planning, ASU ā¢ Conducted an energy audit for a ļ¬tness center (~25,000 Sq. Ft) located in Phoenix suburban area; analyzed the indicators for poor building energy performance; proposed low-cost energy conservation measures; analyzed the feasibility of the on-site energy generation. Sustainability Intern 2016 Atelier, Ten, Summer Intern, Environmental Design MAHARSHI PATHAK https://www.linkedin.com/in/maharshi-pathak- XXXXXX Unit 311 XXXX@XXXX.XXX| M: (XXX) XXX-XXXX Denver, CO 80216 PUBLICATIONS Select Journal Papers: ā¢ āDesign of Energy Efficient Buildings for Mitigation of Urban Heat Island Phenomena Using Remote Sensing and GIS Techniques in Ahmedabad City, Gujarat State, India,ā and ā¢ āUrban Heat Island Characterization and Isotherm Mapping Using Geoinformatics Technology in Ahmedabad City, Gujarat State, Indiaā in (Vol.6 No.3 2015) of International Journal of Geosciences (IJG). EXTRA-CURRICULAR Conferences: ā¢ Presented a talk titled āMachine Learning-based Methodology to Cluster Buildings into Archetypes for Urban Scale Building Energy Modelingā under the āModeling Innovationsā seminar at ASHRAE ā IBPSA BPACS conference 2019, Denver, CO. ā¢ Participated in the 2nd Low Down Showdown competition organized during the annual ASHRAE IBPSA SImBuild conference at Salt Lake City, Utah, 2016