Jayas Piya

Portfolio

A curation of my professional work, personal side-projects, and technical experiments.

Machine Learning Healthcare Analytics Feature Engineering

30-day Patient Readmissions Predictive Model

The project connects healthcare feature engineering with predictive modeling through tuned XGBoost, Random Forest, and logistic regression classifiers for 30-day patient readmissions.

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Data Engineering FHIR PySpark

Healthcare FHIR Data Ingestion Framework

The framework transforms complex FHIR resources into analytics-ready datasets with PySpark, layered data modeling, and patient-history features for healthcare analytics and prediction.

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Vertical Search Engine
Web Crawling NLP Information Retrieval (IR)

Vertical Search Engine

The search engine extracts institutional research metadata, ranks keyword queries with TF-IDF, and classifies publications into healthcare subject areas.

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Retail Intelligence System
Data Warehousing Data Visualization Business Intelligence

Retail Intelligence System

The system organizes retail transactions in an Oracle data warehouse and connects a star schema to Tableau dashboards for executive reporting, sales analysis, and scenario exploration.

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E-commerce: Everest Book Store
Full-Stack Development Vue Kotlin

E-commerce: Everest Book Store

Everest Book Store combines a Vue storefront, an Express and MongoDB API, and native Kotlin applications for Android and WearOS, with catalog management, ordering, reviews, and processed book-cover imagery.

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