Adrien Kaczmarek

Are you looking for friends in your new neighbourhood? 👋 Look no further than Awa!

As Awa's founder and lead developer, I oversee the entire process from start to finish.

I'm responsible for the following:

- the development of the mobile application 📱,

- the safe and secure deployment pipeline 🔒,

- the back-end infrastructure and business logic 💻,

- the branding 🎨,

- the website 🌐.

🤖 Led the creation of a Natural Language Processing model that identifies potential sexual predators on Facebook and Instagram in near real-time, significantly improving children's safety on these platforms.

👨‍💻 Spearheaded data retrieval and analysis, model development, real-time inference pipeline creation, production performance monitoring, and continuous updates to maintain peak performance.

🌟 Collaborated closely with experts in Messenger and Safety to ensure that the model met the highest standards of accuracy and efficiency, with a focus on child safety.

📈 Gained valuable skills in deploying Machine Learning models at scale in production environments and insights into the delicate balance between safety and privacy considerations when working with sensitive data.