Researcher

Andy Rueda

Also known as Andrew Rueda

As of May 2026, Andy Rueda is a forward-deployed engineer at Cohere. He moved from film and television production at New York University and a big-tech data analyst job into AI study at Brandeis, where he earned an MS in computational linguistics and worked as a research assistant. His research includes SeqScore, a toolkit for named entity recognition, and CoNLL#, a corrected test set for CoNLL-03 English error analysis; he received Brandeis's Aravind K. Joshi Award in 2024. In 2024, he competed on Survivor 47.

Now at
Cohere
Works
3
Citations
2
h-index
1
Badges

Publication numbers from OpenAlex, as of 18 October 2026.

Timeline

  1. Before 2024

    From film production into AI

    By 2024, he moves from film and television production at New York University toward AI study at Brandeis after leaving a data analyst job in big tech.

  2. 2023

    Building an NER toolkit

    In 2023, he coauthors SeqScore, an MIT-licensed Python toolkit for named entity recognition data that validates annotations, scores system outputs, and supports error analysis.

  3. 2024

    An MS in computational linguistics

    He earns a master's degree in computational linguistics from Brandeis in 2024.

  4. 2024

    A corrected CoNLL-03 test set

    He is first author of CoNLL# in 2024, introducing a corrected CoNLL-03 English test set and fine-grained error analysis of named entity recognition models.

  5. 2024

    An award for computational linguistics

    Brandeis gives him the Aravind K. Joshi Award in 2024 for outstanding achievement in computational linguistics.

  6. 2024

    Competing on Survivor 47

    He competes on Survivor 47 in 2024 as a Brandeis computational linguistics graduate.

  7. By 2025

    Research assistant at Brandeis

    By 2025, he has served as a research assistant at Brandeis and used computational linguistics to move from film and television production into AI.

  8. Since October 2025

    Forward-deployed engineer at Cohere

    By May 2026, he is a forward-deployed engineer at Cohere, a role he has held since October 2025.

Career

  1. Since 2025CohereForward-deployed engineer
  2. 2023Brandeis UniversityResearch assistant

Education

  1. 2024Brandeis UniversityMS in computational linguistics

Most-cited works

  1. CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English2024 · Language Resources and Evaluation Conference (LREC) · 2 citations
  2. Improving NER Research Workflows with SeqScore2023 · 0 citations

Sources and credits

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  1. Alumni Profiles | For Prospective Students | Master of Science in Computational Linguistics | Graduate Studies in Computational Linguistics | Brandeis University brandeis.edu. Checked 18 October 2026.
  2. Survivor contestant Andy Rueda truedorktimes.com. Checked 18 October 2026.
  3. Improving NER Research Workflows with SeqScore - ACL Anthology aclanthology.org. Checked 18 October 2026.
  4. CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English - ACL Anthology aclanthology.org. Checked 18 October 2026.
  5. Prizes and Awards | School of Science, Engineering and Technology | Brandeis University brandeis.edu. Checked 18 October 2026.
  6. Brandeis cheers on Andy Rueda GSAS MS’24 as he competes on ‘Survivor’ 47 | The Justice thejustice.org. Checked 18 October 2026.
  7. Research Across Languages: An Interview with Computer Science Professor Constantine Lignos | 2025 | News Stories | Office of Graduate Affairs | Brandeis University brandeis.edu. Checked 18 October 2026.
  8. From the jury vote to real life — catching up with the Survivor 47 cast three years on legit.ng. Checked 18 October 2026.