Evgeniya Engel
Smart Buildings | Predictive Maintenance | IoT
- Role
- Data Science Fellow at Nyc Data Science Academy
- Location
- Concord, CA, US
- LinkedIn followers
- 500 followers
About Evgeniya Engel
As a Software Engineer at DB Engineering, I work with IoT data across large real estate…
Experience
Data Science Fellow
Jan 2021 — Present
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 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.
Education
Moscow State University of Transport (MIIT)
Master's degree
2005 — 2010
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