Building a Domestic Risk Assessment Tool

​AI for good - Ba Linh Le & Sabina Firtala

​​About the event

​​Outline:

• ​The situation of domestic risk assessment tools and procedures up to now

• ​Building  a modern, AI - based domestic risk assessment tool

• ​Working in the field of domestic risk assessment

​​About the speaker:

​Ba Linh leads Frontline’s product offering. As Frontlines Chief Data Officer, she oversees the development of Lizzy, an AI-powered domestic abuse risk assessment tool. She’s got a background in social / political science and statistics, and previously worked as a project manager and data scientist in both the public and private sectors working for government institutions, NGOs and companies. As a social data scientist, her main interest lies in translating complex data into actionable insights to foster innovation and drive positive change.

​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. 

​Content Warning: This episode discusses sensitive topics, including domestic abuse and violence. Listener discretion is advised. If you or someone you know is experiencing domestic abuse, please seek help. In Germany, you can contact the national helpline at 116016.

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