Speaker: Reena Philip

Engineering Manager @Facebook

Reena Philip is an engineering manager at Facebook. She leads Speech in the Applied Machine Learning (AML) group. She joined Facebook from Amazon (Lab126) where she worked on speech recognition for the Fire phone and Amazon's Alexa. She has dabbled across a broad spectrum of problem spaces ranging from security, e-commerce, online advertising and speech.

Find Reena Philip at

Tracks

  • Deep Learning Applications & Practices

    Deep learning lessons using tooling such as Tensorflow & PyTorch, across domains like large-scale cloud-native apps and fintech, and tacking concerns around interpretability of ML models.

  • Predictive Data Pipelines & Architectures

    Best practices for building real-world data pipelines doing interesting things like predictions, recommender systems, fraud prevention, ranking systems, and more.

  • ML in Action

    Applied track demonstrating how to train, score, and handle common machine learning use cases, including heavy concentration in the space of security and fraud

  • Real-world Data Engineering

    Showcasing DataEng tech and highlighting the strengths of each in real-world applications.