Melkamu Gishu

Here are a few highlights from my recent work.

Customer Risk Prediction

Built a predictive model using Python and SQL that helped identify high-risk customers. Improved accuracy and cut false positives using feature engineering and better data pipelines.

Real-time Data Pipeline on Databricks

Designed and deployed a scalable pipeline using PySpark and Azure. Improved data latency and supported downstream analytics teams.

NLP Model for Healthcare Text

Developed an NLP model using TensorFlow to extract insights from medical reports. Helped research teams speed up analysis and reduce manual review.

Interactive Tableau Dashboards

Created dashboards that brought complex statistical results to life. Supported leadership teams in making data-driven decisions.