Amrutha H N

At KodNest Technologies, I wrote MySQL queries for structured data and designed normalized schemas with JDBC-based access in Java. I also developed front-end interfaces and manually tested data-driven workflows.

In my CDAC Big Data Analytics coursework, I designed and ran ETL workflows with PySpark and Hive to ingest, clean, partition, and transform datasets. I also practiced Airflow orchestration and SQL data modeling.

I independently built a real-time news intelligence briefing agent that fetches stories through NewsAPI, models topics with BERTopic, and stores vectors in ChromaDB.

For a supporting role in an ovarian cancer research project, I processed medical images with OpenCV and fine-tuned ResNet-50; the research was published at an IEEE conference in July 2025.