Shayan Ekramnia

Data Science Specialist & Software Engineer

Specializing in machine learning, data analysis, database management and programming

Machine Learning-Data Analysis-Big Data-

Best My Projects

A Portfolio of
Data-Driven Solutions

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Role: Data Analyst
Category: Stocks
Timeframe: Nov, 2023

Stock Community Detection Using Streaming Data

I Developed a community detection algorithm to uncover subsets of stocks exhibiting similar behaviors, with evaluations based on various metrics including separability, clustering coefficient, Fraction over Median Degree, conductance, Normalized Cut, and Cut Ratio.

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  • Apache Spark
  • Apache Kafka
  • Time Series Analysis
  • Python