As a Software Engineer at DB Engineering, I work with IoT data across large real estate portfolios.
Experience
2024 — Now
2024 — Now
San Francisco Bay Area
2021 — 2024
2021 — Now
12-week intense full-immersion training program focused on building beginner and intermediate levels of Data Science.
• Predicted and forecasted Zillow Rent Index for 4 greater Metro Areas of the US with the error of only $38 using Time Series Analysis techniques. Aggregated data from various sources including Google BigQuery. Utilized Clustering algorithms to study similarities between the zipcodes in different geographical locations based on socioeconomic factors.
• Explored Linear and Tree-based Machine Learning algorithms as well as different feature engineering approaches for predicting housing prices in Ames, Iowa.
• Scraped over 6000 presentations from Autodesk University website to explore technology trends in the Building Design industry.
• Developed an interactive Shiny web application to visualize California Traffic Collision data insights.
2019 — 2020
2019 — 2020
San Francisco
Hired as BIM Coordinator for a team of engineers in San Francisco and as a part of company BIM team.
▪ Provided new CAD/Revit/BIM 360 projects setup
▪ Provided field BIM support and troubleshooting
▪ Conducted Revit training sessions that helped improve the team performance
▪ Provided model and documentation QA/QC and maintained challenging project deadlines.
▪ Maintained MEP/Architect collaboration, model exchange, and other BIM-related workflows.
▪ Provided clash analysis and conducted coordination meetings with Engineers and Architects.
▪ Modeled Plumbing and HVAC systems
▪ Worked on global solutions to improve BIM workflows and team performance
▪ Learned Python and Revit API in my spare time
▪ Created Python scripts that helped automate Revit routine
2016 — 2019
2016 — 2019
Moscow, Russian Federation
Hired as a BIM support team specialist to provide technical support for BIM Modelers and creating BIM libraries for ongoing projects (MEP systems).
▪ Provided technical support, clash analysis for our customers, including at the building site.
▪ Successfully passed Revit MEP Certification exam.
▪ Created standardized BIM libraries of MEP systems for design companies and engineering equipment manufacturers from Russia, Turkey and Malaysia.
▪ Responsible for bringing the first foreign customer to our company (Malaysia), including three days of face to face meetings in Dubai and sole responsibility for managing the project.
▪ Managed a team of 5 BIM specialists and 2 software developers.
▪ Managed the company intern program, responsible for educating CAD Students on one-year program and cultivating them into advanced BIM Specialists.
▪ Worked on developing add-ins for Revit to automate BIM modelling process (Creating customer technical assignments, estimating scope of work, project durations and costs, creating data environment, interface prototypes, Revit families, and assignments for modelers, designers and coders).
▪ Took part in creating a prototype online BIM library, bimacad.pro, a company initiative.
▪ Represented company at numerous BIM events including Autodesk University in Moscow.
Education
Moscow State University of Transport (MIIT)