Built from scratch & led the Data Science group as we built our pioneering bot detection solution.The group was comprised of 11 amazing people, including PhDs and ML experts (deep learning, computer vision, big data and time series analysis).We have developed the core technology of Unbotify's product, serving some of the biggest customers in the world.It was not only about the models. Yes, our proprietary algorithms and models are the best, and really (really) accurate. But the true achievement was building a great product out of it, deeply understand customers needs and solving real-world problems much better than anyone else, making a real impact.Together we have built a high scale real-time cost efficient (that was challenging) ML pipeline detecting advanced bot farms, involving all parts of the solution from the client SDK through the backend and infrastructure, and to the customer.Unbotify was acquired by Adjust (2019), together creating the ultimate fraud prevention suite.

I was one of the first employees.Fighting bot fraud - we have mastered the art of Behavioral Biometrics and Machine Learning.We have developed an unprecedented unique solution to detect sophisticated malicious bots.I have designed and built from scratch ML models achieving extreme accuracy.My models are running in production, protecting tens of millions of users a day.Was a heck of a journey. Learned a LOT.