Experience

Synauta

• Canada
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Sep 2022 - Present

  • Develop, test, validate and maintain algorithms, models, and experiments built with Python and run using Google Cloud Services tools • Support application engineers by facilitating complex data analysis and visualizations • Select appropriate datasets and data representation methods • Apply statistical analysis to facilitate data pre-processing, feature engineering, and model creation • Maintain robust methodology for continuous model validation and coordinate improvement measures as and when required • Create and store visualizations to communicate results and/or analyses of customer data and machine learning outcomes. • Develop, test, validate and maintain algorithms, models, and experiments built with Python and run using Google Cloud Services tools • Support application engineers by facilitating complex data analysis and visualizations - Select appropriate datasets and data representation methods • Apply statistical analysis to facilitate data pre-processing, feature engineering, and model creation • Maintain robust methodology for continuous model validation and coordinate improvement measures as and when required • Create and store visualizations to communicate results and/or analyses of customer data and machine learning outcomes. Show less



AP Dynamics Inc.

• Canada
• Oil and Gas
• 1 - 100 Employee

• Stress and Vibration Analyst

  • Jul 2019 - Sep 2022

  • Reviewed the data provided by the clients to assess their completeness and accuracy • Analyzed the data using a combination of the scientific Python stack and commercial software, e.g. Ansys and Abaqus • Performed linear and nonlinear static and dynamic finite element analyses of pipelines, skids, and foundations • Checked the design of pipelines, tanks, pressure vessels, and other components for adherence to applicable codes and standards, e.g ASME BPVC, CSA Z662, and API 1183 • Ran the analyses on Linux-based servers and monitored run progress • Created visualizations and communicated analysis results to the clients through concise and precise reports and technical memos • Automated pre-processing, analysis, and post-processing tasks using Python • Created an interactive GUI program using Python scientific stack to visualize and assess pipeline dents Publication: Shekarforoush, Hoorzad, Hothi, Forcinito, "Design and Finite Element Analysis (FEA) of Bulkheads for a Pipe-in-Pipe Flowline: Application of ASME Boiler and Pressure Vessel Code", Proceedings of the 2022 14th International Pipeline Conference. https://doi.org/10.1115/IPC2022-87070 Show less



ECCO Manufacturing

• Canada
• Mining
• 1 - 100 Employee

• Manufacturing Research and Development

  • Oct 2018 - Jul 2019

  • Documented, analyzed, and benchmarked existing practices to identify areas for improvement • Modified the layout of production and inventory storage areas to improve productivity and reduce costs • Developed new manufacturing, quality assurance, and inventory storage practices • Collaborated with different teams to standardize processes and develop SOP's • Supported teams in implementing SOP's by providing training and supervision • Communicated with other manufacturing branches to ensure consistent implementation of procedures • Communicated with team members and stakeholders to drive decision making Show less



University of Calgary in collaboration with NOVA Chemicals

• Industrial Research Assistant

  • Nov 2017 - Oct 2018

  • Modified the design of a custom device for measuring the thermal conductivity of specimens in accordance with ASTM D5470 • Designed new parts for the device in SolidWorks • Devised and document a calibration method and theoretical model for the setup • Wrote a program using Python scientific stack to read LabVIEW output, sanitize the data, analyze the results, and produce plots • Performed tests, acquire and analyze data, and produce reports for the client • Reduced data acquisition time by 30% by using a predictive model Show less



University of Calgary

• Canada
• Higher Education
• 700 & Above Employee

• Graduate Student Researcher

  • 2015 - 2017

  • Measured and analyzed vibration of conventional and U-shaped microcantilever probes in air and in contact with polymeric nanocomposites • Created a finite element model of probe-surface contact in ANSYS • Interpreted experimental vibration data in conjunction with FEA and theoretical results to determine nanoscale viscoelastic properties of polymeric nanocomposites • Measured and analyzed vibration of conventional and U-shaped microcantilever probes in air and in contact with polymeric nanocomposites • Created a finite element model of probe-surface contact in ANSYS • Interpreted experimental vibration data in conjunction with FEA and theoretical results to determine nanoscale viscoelastic properties of polymeric nanocomposites



University of Calgary in collaboration with TRIUM Environmental Inc.

• Industrial Research Assistant

  • Jun 2015 - Nov 2015

  • Determined technical and economic feasibility and measured the performance of a catalyst-aided microwave-based soil remediation technique • Established a standard operating procedure for measuring the concentration of hydrocarbon pollutants in soil specimens using ultrasonic extraction and gas chromatography • Trained and supervised a summer student for aiding in data acquisition • Acquired data, analyzed the results, and produced technical reports • Determined technical and economic feasibility and measured the performance of a catalyst-aided microwave-based soil remediation technique • Established a standard operating procedure for measuring the concentration of hydrocarbon pollutants in soil specimens using ultrasonic extraction and gas chromatography • Trained and supervised a summer student for aiding in data acquisition • Acquired data, analyzed the results, and produced technical reports



Condition Monitoring Centre

• Field Vibration Engineering Intern

  • Jul 2012 - Sep 2012

  Condition Monitoring Centre is a consulting company which provides vibration measurement and analysis and maintenance consulting services to industrial clients • Conducted field measurements of the vibration of industrial machinery at clients' sites • Compared vibration levels to historical data, created trend plots, and assisted in determining maintenance priorities • Created reports for clients, detailing current and historical status of their machinery Condition Monitoring Centre is a consulting company which provides vibration measurement and analysis and maintenance consulting services to industrial clients • Conducted field measurements of the vibration of industrial machinery at clients' sites • Compared vibration levels to historical data, created trend plots, and assisted in determining maintenance priorities • Created reports for clients, detailing current and historical status of their machinery



ParsMCS

• United Kingdom
• Business Consulting and Services

• Maintenance Engineering Intern

  • Jul 2011 - Sep 2011

  ParsMCS is a Tier 1 Automotive Parts Supplier, specializing in manufacturing CNG cylinders for passenger vehicles • Participated in vibration measurement and analysis and repair of a CNC metal spinning machine which had been taken offline due to excessive vibration • Measured the vibration of the system and tracked changes in the vibration as components were repaired and replaced • Studied the plots of the inner components of the machine to determine potential sources of vibration; inspected components for faults • Created accurate SolidWorks models of various parts for which spare parts were not available for purchase • Created maintenance schedules for production line equipment by extracting and combining maintenance recommendations from equipment and plant documentation • Set up, configured, and provided training for a central repository for maintenance documentation and records based on Microsoft Office collaboration tools • Wrote a proposal to transition document management for maintenance team to Microsoft SharePoint Server Show less