Hi, my name is Shushital Roy
I'm a Data Engineer.

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About Me

I bring a unique blend of technical expertise, project management skills, and effective communication abilities to the table. My extensive experience in migrating data between platforms, as showcased in projects such as transferring healthcare data from GoldCare to AlayaCare and transitioning an E-commerce website from WordPress to BigCommerce, demonstrates my proficiency in utilizing various technologies and frameworks to solve complex challenges.

I have also worked on data migrations from on-premise SQL Server databases to Snowflake data warehouses using Azure Data Factory, Azure Blob Storage, and Python scripts. My ability to adapt to new technologies and frameworks has been instrumental in successfully performing ETL transformations using the Medallion Architecture to yield clean and reliable data for analytics and reporting.

With a robust background in software development, I have worked extensively with C#, ASP.Net, Python, and SQL gaining valuable experience in both back-end and front-end development. Additionally, my proficiency with cloud platforms such as Azure and AWS has allowed me to leverage their capabilities for various projects. I hold certifications in both AWS and Azure, where I have a foundational knowledge and competence in utilizing their services effectively.

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Projects

Scam Call Detection Pipeline

Real-time ML pipeline detecting phone scams with 90%+ accuracy. Analyzes call patterns using K-Nearest Neighbors to process thousands of calls per second. Interactive dashboard delivers actionable insights including scam trends, confidence distribution, and confusion matrix.

Tech Stack:

  • Streaming: Apache Kafka (KRaft), Apache Spark
  • Storage: AWS S3, Snowflake Data Warehouse
  • ML/Viz: Python (scikit-learn, PySpark), Streamlit
  • Infrastructure: Docker

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