Binaya Khadka Email & Phone Number

Chicago, Illinois, United States

• Streamlined ETL processes using GCP Cloud Dataflow, improving data integrity by 25%, increasing throughput by 30%, and reducing conversion errors by 15% through robust data validation mechanisms.
• Automated workflows with Cloud Composer (Apache Airflow), minimizing manual intervention and enhancing the reliability of data pipelines across GCP services.
• Leveraged Google Cloud Storage (GCS), BigQuery, and Compute Engine to architect scalable data solutions, optimizing efficiency in data warehousing, storage, and virtual machine management.
• Collaborated with cross-functional teams to gather, document, and translate business requirements into technical specifications, ensuring alignment with GCP-based data solutions.
• Led optimization efforts for BigQuery, Cloud SQL, and Cloud Spanner databases, achieving a 30% reduction in query execution time by implementing advanced indexing, partitioning, and tuning techniques.
• Developed Python-based automation for seamless data ingestion into GCS and Cloud SQL, ensuring data accuracy and integrity throughout the pipeline.

• → Honed Data Science skills through a rigorous 600+ hour online course. Covered essential topics like Machine Learning, Time Series Analysis, and visualization. Engaged in weekly 1:1 mentoring sessions with an.
• Prediction of Earthquake Magnitudes in Japan with Time Series AnalysisUtilized advanced time series analysis techniques, including ARIMA modeling, CatBoost regression, and XGBoost regression, to predict earthquake.
• Crime Analysis and Airbnb’s Price Prediction in the City of Austin, TexasAnalyzed two decades of crime data in Austin City to assess Airbnb's listing price accuracy. Leveraging Apache Spark and XGBoost regression, we.
• Predicting Client Reactions to New Fruity Flavors of CoffeeUtilized an XGBoost Classifier to analyze a survey of 200,000 customers for a Coffee Company. Predicted 82% client approval for new fruity flavors, leading to.

Master'S Degree, Computer Science

Bachelor Of Engineering - Be, Electrical, Electronics And Communications Engineering