Soroush Malek Email & Phone Number

Vancouver, BC, CA

Vancouver, British Columbia, Canada

• Spearheaded multiple Data Science projects to enhance client understanding, improve customer experience, and reduce churn rates through data-driven insights.
• Built an event pipeline from scratch using AWS Lambda, Glue, and S3, enabling real-time data processing and seamless event-driven architecture.
• Managed the CI/CD pipeline, ensuring smooth deployments and communicating status updates to collaborators, reducing downtime and improving deployment efficiency.
• Led efforts to improve data migration processes using AWS DMS, Fivetran, and Stitch, ensuring faster and more reliable replication. Proactively identified and troubleshot various pipeline issues, performing root cause.
• Collaborated with the Infrastructure team on cloud architecture and infrastructure tasks. Leveraged Terraform to automate infrastructure provisioning and enhance system scalability and reliability.
• Actively managed cloud data warehouse solutions, resolving issues such as deadlocks and managing isolation levels to maintain data integrity. Automated processes and job scheduling to ensure optimal database.

Vancouver, British Columbia, Canada

• Developing a pipeline to thoroughly analyze behavior data from scratch (from raw video to detect different types of movements)
• Developing a pipeline to filter, process, and analyze neural data from scratch at both cell and population levels
• Conducting different QC tools (videos, image processing, and advanced visualization) to investigate the quality of analysis
• Building, cleaning, and organizing big data-frames containing all the basic and advanced levels of our analysis
• Making packages of our analysis pipelines to collaborate with the other team members and the customers
• Achieving to develop advanced analysis to investigate the deep scientific questions thoroughlyProviding clean and decently documented Jupyter Notebooks and Google Colaboratory for the team and the costumers to run the.

Vancouver, British Columbia, Canada

• Worked with Crunchbase Data, Crunchbase’s API to make Organization’s database for chainmap.ca.
• Extract Transform and Load data from Sources Systems to Azure Data Storage services using a combination of Azure Data Factory, and SQL
• Used machine learning to assign north American industry classification system (NAICS) codes to establishments and organizations based on business description and categories.
• Develop Power BI reports and effective dashboards after gathering and translating end-user requirements
• Develop and deploy a website for the business marketplace
• Daily maintenance of websites, including debugging issues and performing speed tests

Alberta, Canada

Analyzed neuronal data of rat brain using statistical model and Bayesian models to classify different states of brain activityAchieved to categorize sleep stages by applying an application of hidden Markov model (HMM) on neuronal data of rat brainApplying dimension reduction techniques such as PCA, tSNE, and SVM to clustering brain’s different.

Tehran, Iran

• Developed SQL queries/scripts to support modelling and profiling and vendors experience activities
• Developed Power BI reports and dashboards from multiple data sources using data blending

Zanjan, Iran

• Generating stochastic and complex system models, making nonlinear dynamic models and systematic analysis
• Simulating neural network, Building a 3D synchronize neural network aiming feature binding mechanism

Master Of Science - Msc, Computational Neuroscience And Data Analysis

Master Of Science - Ms, Computational Physics And System Neuroscience

Bachelor Of Applied Science - Basc, Condensed Matter And Materials Physics