PeopleofSuperintelligence

Researcher

Favyen Bastani

Favyen Bastani is a computer scientist whose work spans computer vision, video analytics, and multimodal AI. He coauthors early research on flexible routes from GPS data, then helps develop RoadTracer for aerial road mapping and video analytics systems at MIT. His later work includes SatlasPretrain for remote sensing, Molmo and PixMo for vision-language models, and OlmoEarth models for Earth observation. As of October 2026, he is an applied research scientist at Ai2.

Links
Website and GitHub

Timeline

  1. 2011

    Routes from GPS trajectories

    In 2011, he coauthors “A Greener Transportation Mode,” a paper on flexible-route discovery from GPS trajectories.

  2. 2016

    A Golden Beaver Award

    MIT names him a winner of the 2016 individual Golden Beaver Award. The award recognizes students who create positive change in their groups and campus environment.

  3. 2018

    RoadTracer maps aerial roads

    He coauthors RoadTracer in 2018, a method that uses CNN-guided iterative search to build road-network maps from aerial images.

  4. 2020–2022

    Systems for video analysis

    At MIT, he works with Sam Madden in the Data Systems research group on video analytics. He coauthors Vaas in 2020, an interactive system for large video datasets, and OTIF in 2022, a paper on efficient tracker pre-processing.

  5. 2023

    SatlasPretrain for remote sensing

    In 2023, he coauthors SatlasPretrain, an ICCV paper introducing a large-scale dataset for remote-sensing image understanding using Sentinel-2 and NAIP images.

  6. 2024

    Molmo and PixMo

    In 2024, he coauthors Molmo, an open family of vision-language models, and PixMo, a set of detailed image-captioning, image-question-answering, and 2D pointing datasets.

  7. 2025–2026

    Earth observation models

    In 2025, he coauthors a study that uses a pretrained multimodal Earth-observation model to create fuel-moisture maps for wildfire risk. In 2026, he coauthors a report on OlmoEarth v1.2 that cuts training and inference compute while maintaining model performance. In April 2026, he coauthors Ai2's announcement of OlmoEarth embedding exports.

  8. As of October 2026

    Research scientist at Ai2

    As of October 2026, he is an applied research scientist at the Allen Institute for AI (Ai2).

  1. Google had the most people shaping AI every year from 2014 to 2025Our estimates of which organizations employed the most people shaping AI from 1961 to 2025, with a year-by-year chart.
  2. The United States employs an estimated 53% of people in our data with a known employment countryOur estimates of where AI careers are concentrated now and how countries’ shares of dated positions changed over time.
  3. 46% of living people in our data with known birth and employment countries work outside their birth countryOur estimate of cross-border careers in AI, from country of birth and the country of each current organization.
  4. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionOur estimates of where the people shaping AI studied and where their careers led, from education records in cited biographies.

Sources and credits

Photo: We have no published photo of Favyen Bastani yet. Send us a free-licensed photo.

  1. Favyen Bastani favyen.com. Checked 19 October 2026.
  2. MIT European Club wins Golden Beaver group award news.mit.edu. Checked 19 October 2026.
  3. RoadTracer: Automatic Extraction of Road Networks From Aerial Images openaccess.thecvf.com. Checked 19 October 2026.
  4. ICCV 2023 Open Access Repository openaccess.thecvf.com. Checked 19 October 2026.
  5. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models arxiv.org. Checked 19 October 2026.
  6. High-Resolution LFMC Maps for Wildfire Risk From Multimodal Earth Observation Data proceedings.mlr.press. Checked 19 October 2026.
  7. OlmoEarth v1.2: A more efficient family of OlmoEarth models arxiv.org. Checked 19 October 2026.
  8. Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis allenai.org. Checked 19 October 2026.
  9. Team Directory | Ai2 allenai.org. Checked 19 October 2026.