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pirroh/README.md

👋   Hi there, I'm Michele (pirroh) Catasta

👨‍💻   AI Research Scientist @ X, the moonshot factory (formerly Google[x])

👨‍🏫   Former Research Scientist and Instructor in Machine Learning @ Stanford University

🔭   Expertise: Machine Learning (on Graphs and Source Code), Data Science, Semantic Search, Human Computation

🔗  [Personal page] - [CV] - [LinkedIn] - [Twitter] - [Google Scholar]

‼️   News

[Mar 2021] Language-Agnostic Representation Learning of Source Code from Structure and Context (AKA Code Transformer) accepted at ICLR 2021!    [paper] - [demo] - [code]

[Sep 2020] Open Graph Benchmark: Datasets for Machine Learning on Graphs accepted at NeurIPS 2020 as a spotlight paper!    [paper] - [website] - [code]

🔦   Highlights

🎓   Education

👨‍💻   Experience

  • Research Scientist at Stanford University and at EPFL
    • Contributed to several projects (funded by IARPA, DARPA, Samsung, Google, Amazon, ...) with a focus on Machine Learning (GNNs, Transformers, Open Graph Benchmark, etc.), Recommender Systems, Crowdsourcing, and Data Science.
  • Intern at MIT Media Lab (w/ Prof. Alex 'Sandy' Pentland), Yahoo Research (w/ Prof. Ricardo Baeza-Yates), and Google.
  • Founding member of Sindice.com, the largest Semantic Web Search Engine (back in the days). The core technologies developed for Sindice evolved into:
    • a top-level Apache project, Any23
    • several contributions to Hadoop, Lucene and Solr
    • Siren, an investigative intelligence platform which secured $15M+ in funding -- kudos to my amazing ex-colleagues 👍

👨‍🏫   Teaching

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