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  • University of Queensland
  • Brisbane, Australia
  • LinkedIn in/sowdeshwar

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  1. noise-aware-ml-pipeline noise-aware-ml-pipeline Public

    Noise-aware ML pipeline for large-scale agricultural yield prediction using PySpark and LightGBM, with feature and label noise simulation, mitigation, and distributed training.

    Python 1

  2. plant-disease-detection-ml-framework plant-disease-detection-ml-framework Public

    Deep learning and NLP framework for plant disease detection using CNN, Twitter data mining, and concept drift detection.

    Jupyter Notebook 1

  3. airbnb-dbt-snowflake-pipeline airbnb-dbt-snowflake-pipeline Public

    End-to-end ELT pipeline using AWS S3, Snowflake, and dbt with Medallion architecture, incremental processing, and SCD Type 2 snapshots.

    Python 1

  4. customer-churn-analytics customer-churn-analytics Public

    End-to-end customer churn analysis using SQL, Python, and Power BI to identify churn drivers and predict high-risk customers using Random Forest.

    Python 1

  5. facebook-political-ad-analytics facebook-political-ad-analytics Public

    Large-scale political advertising analytics using PySpark and HDFS to analyze Facebook Ad Library data, including keyword analysis, spending trends, and CPM efficiency.

    Jupyter Notebook 2

  6. real-time-pothole-detection-android real-time-pothole-detection-android Public

    Real-time pothole detection Android application using computer vision, OpenCV, and native C++ processing. Developed during a designathon that led to an Ericsson internship.

    C++ 1