Sayyed Mohsen Vazirizade

FAQ About Sayyed Mohsen Vazirizade

• What is Sayyed Mohsen Vazirizade's address?

  Sayyed Mohsen Vazirizade is located at
  Mountain View, California, United States

• What is Sayyed Mohsen Vazirizade's job title?

  Sayyed Mohsen Vazirizade is a
  I'm contributing to Cruise, where I focus on enhancing the performance, safety & reliability of our AV stack, which involves utilizing field data, simulations, statistical methods, Deep Learning (DL) & Machine Learning techniques. In my role as an ML SWE at Walmart, my objective was to bridge the gap between data science and engineering teams by integrating ML pipelines into the overall DevOps workflow, fostering cross-functional collaboration. At Rivian, I leveraged big data tools to develop prediction, diagnostics, prognostic, and anomaly detection models while also working on data engineering tasks including, creating pipelines, data streams, and tables, as well as developing an internal library to accelerate, optimize, and improve data interaction in distributed environments saving the company 4M/year. Previously, I worked on multiple projects including developing Artificial Intelligence agents for integrated data-driven technologies for smart cities and analyzing transportation systems using network science. During my Ph.D. , supported by NSF, the focus of my research was risk estimation, uncertainty modeling, and AI. Risk requires the modeling of the environment, which was another part of my research using Bayesian statistical modeling and MCMC. Additionally, I developed a model using recursive neural networks (RNN) to imitate the response of a structure and find the location as well as the severity of the damage. Previously, I collaborated as a Data Scientist on an NEH-funded project for developing a new OCR technique using (Computer Vision) CV and Long Short-Term Memory (LSTM) networks; and a hurricane predictive model using high-dimensional spatio-temporal data. I have published in prestigious venues like ECML and ICDM and have authored over 30 peer-reviewed papers, books, and reports, resulting in over 200 citations, which establishes me as a top-tier researcher. Computer Skills: Python (numPy, scipy, pandas, geopandas, statsmodels, scikit-learn, keras, tensorflow, flask, dash, pyspark, pulp, networkx, nxviz, matplotlib, seaborn, plotly, folium, shapely, dask, LifeLine, scikit-survival, Reliability, darts, prophet, pycaret, causalinference, mlflow, etc.), R (shiny, Swirl, knitr, caret, tm, dplyr, ggplot2, plotly, googleVis, leaflet, igraph, etc.), MATLAB, C++, SQL (Microsoft SQL Server, BigQuery, Athena, Redshift), NoSQL (MongoDB), AWS, GCP, Azure, Databricks, Airflow, DLT, DBT, AutoML, MLflow, MLOps, DataOps, Tableau, Apache Superset (Preset and Glass), Grafana, CICD, Jenkins, Docker, Terraform, ArcGIS, Auto CAD, MS Office Suite Cruise

• What industry does Sayyed Mohsen Vazirizade currently work in?

  Sayyed Mohsen Vazirizade currently works in the
  Cruise

• What is Sayyed Mohsen Vazirizade's area of expertise?

  Sayyed Mohsen Vazirizade specializes in
  I'm contributing to Cruise, where I focus on enhancing the performance, safety & reliability of our AV stack, which involves utilizing field data, simulations, statistical methods, Deep Learning (DL) & Machine Learning techniques. In my role as an ML SWE at Walmart, my objective was to bridge the gap between data science and engineering teams by integrating ML pipelines into the overall DevOps workflow, fostering cross-functional collaboration. At Rivian, I leveraged big data tools to develop prediction, diagnostics, prognostic, and anomaly detection models while also working on data engineering tasks including, creating pipelines, data streams, and tables, as well as developing an internal library to accelerate, optimize, and improve data interaction in distributed environments saving the company 4M/year. Previously, I worked on multiple projects including developing Artificial Intelligence agents for integrated data-driven technologies for smart cities and analyzing transportation systems using network science. During my Ph.D. , supported by NSF, the focus of my research was risk estimation, uncertainty modeling, and AI. Risk requires the modeling of the environment, which was another part of my research using Bayesian statistical modeling and MCMC. Additionally, I developed a model using recursive neural networks (RNN) to imitate the response of a structure and find the location as well as the severity of the damage. Previously, I collaborated as a Data Scientist on an NEH-funded project for developing a new OCR technique using (Computer Vision) CV and Long Short-Term Memory (LSTM) networks; and a hurricane predictive model using high-dimensional spatio-temporal data. I have published in prestigious venues like ECML and ICDM and have authored over 30 peer-reviewed papers, books, and reports, resulting in over 200 citations, which establishes me as a top-tier researcher. Computer Skills: Python (numPy, scipy, pandas, geopandas, statsmodels, scikit-learn, keras, tensorflow, flask, dash, pyspark, pulp, networkx, nxviz, matplotlib, seaborn, plotly, folium, shapely, dask, LifeLine, scikit-survival, Reliability, darts, prophet, pycaret, causalinference, mlflow, etc.), R (shiny, Swirl, knitr, caret, tm, dplyr, ggplot2, plotly, googleVis, leaflet, igraph, etc.), MATLAB, C++, SQL (Microsoft SQL Server, BigQuery, Athena, Redshift), NoSQL (MongoDB), AWS, GCP, Azure, Databricks, Airflow, DLT, DBT, AutoML, MLflow, MLOps, DataOps, Tableau, Apache Superset (Preset and Glass), Grafana, CICD, Jenkins, Docker, Terraform, ArcGIS, Auto CAD, MS Office Suite

• Which languages does Sayyed Mohsen Vazirizade speak? 

  Sayyed Mohsen Vazirizade speaks the following languages:
  No languages available.

• Which industries has Sayyed Mohsen Vazirizade previously worked in?   

  Sayyed Mohsen Vazirizade has prior experience in the following industries:
  Walmart Global Tech , Institute For Software Integrated Systems Vanderbilt University , Department Of Mathematics University Of Arizona , University Of Arizona , University Of Arizona , University Of Arizona , Unesco

• What is Sayyed Mohsen Vazirizade’s work experience?  

  Sayyed Mohsen Vazirizade has the following professional experience:
  Cruise , Walmart Global Tech , Rivian , Institute For Software Integrated Systems Vanderbilt University , Department Of Mathematics University Of Arizona , University Of Arizona , University Of Arizona , University Of Arizona , Unesco .

• How can I find Sayyed Mohsen Vazirizade on LinkedIn?  

  You can view Sayyed Mohsen Vazirizade’s
  LinkedIn profile at LinkedIn URL.

• What are Sayyed Mohsen Vazirizade’s work email addresses?  

  Sayyed Mohsen Vazirizade’s work email addresses are
  [email protected] .

• What company does Sayyed Mohsen Vazirizade work for?  

  Sayyed Mohsen Vazirizade works at
  Cruise