Projects

Projects show how Flyora approaches technical work in practice. A project may document how we solved a specific problem, built a system or investigated a question through data analysis. Topics range from biosignals, movement data and behavioral findings to software architecture and other technical questions that interest us.

Diagram showing ECG recordings loaded, heartbeats detected and grouped into analysis windows, and HRV feature vectors produced for machine learning.

Biomedical data engineering

ECG Batch Data Pipeline for Heart Rate Variability

A reproducible pipeline that transforms raw ECG recordings into heart rate variability feature vectors for machine learning. Independent processing stages and consistent data structures make repeated runs traceable and reliable.

CapabilitiesData engineering · Batch processing · Software architecture

Principal toolsPython · PySpark · Docker · MinIO · PostgreSQL

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World map showing the difference between female and male WHO estimates of insufficient physical activity in 2022; positive values indicate higher estimates among females and negative values higher estimates among males.

Public health data analysis

Global Patterns in Insufficient Physical Activity

An analysis of 2022 WHO estimates from 195 countries, exploring geographic patterns in insufficient physical activity and differences between females and males.

CapabilitiesData analysis · Geospatial analysis · Data visualization

Principal toolsPython · WHO Global Health Observatory · GeoPandas · Jupyter

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