Person

Sabina Firtala

Sabina Firtala's DataTalks.Club podcast discussions, organized for topic exploration.

Sabina Firtala

Background

Sabina works on Frontline’s AI product development. She’s involved in all aspects of model development, from data wrangling and visualisation to statistical tests, model training and validation. She’s got a background in Natural Sciences and previously worked as a data analyst in finance and SaaS companies. As a freelance data analyst, she takes on challenging projects for mission-driven companies, being especially interested in social impact, healthcare, and accessibility.

Podcast Discussions

• Building a Domestic Risk Assessment Tool: Data Cleaning, Risk Scoring Models and Privacy Compliance. Discussed: Episode Overview: Building a Domestic Risk Assessment Tool; Problem Framing: Identifying Risk in Domestic Contexts; Project Scope: Objectives, Users, and Impact Goals; Data Sources: Case Management, Public Records, and Surveys. Related topics: data science, machine learning, data engineering, data governance, MLOps.