Researcher

Angelo Dalli

Angelo Dalli is an AI researcher and entrepreneur whose work runs from web search and document timelines to neuro-symbolic systems. He studied AI at the University of Malta, co-developed Cronopath to turn web-search results into timelines, and wrote a Sheffield PhD dissertation on document timelines and named entities. In 2014, he led Bit8's AI gaming platform, and his intelligent transport company Traffiko was sold to Q-Free in Norway in 2015. He founded UMNAI in 2019 to turn a scalable neuro-symbolic framework into a new AI paradigm; by 2025, the company was developing hybrid intelligence for mission-critical decisions. As of October 2026, he is UMNAI's CEO and Chief Scientist.

Now at
UMNAI
Works
18
Citations
140
h-index
6

Publication numbers from OpenAlex, as of 18 October 2026.

Timeline

  1. 1990s

    Studying AI at Malta

    He begins studying artificial intelligence at the University of Malta in the mid-1990s.

  2. 2006

    The Cronopath timeline system

    In 2006, he co-develops Cronopath, which builds timelines from web search results by assigning time frames to documents and linking them to relevant articles.

  3. 2010

    A doctorate on document timelines

    His 2010 University of Sheffield PhD dissertation is titled Timeline and Named Entity Extraction for Hyperlinked Corpora.

  4. 2014

    AI for online gaming

    In 2014, he leads Bit8 as its CEO; the gaming platform uses AI in an advanced bonus system.

  5. 2015

    Traffiko sold to Q-Free

    In 2015, Traffiko, his intelligent transport company, is sold to Q-Free after operating in Europe, Australia and the Middle East.

  6. 2019

    Founding UMNAI

    He founds UMNAI in 2019 to turn a scalable neuro-symbolic framework into a new AI paradigm.

  7. November 2025

    Hybrid intelligence at UMNAI

    By November 2025, his latest venture UMNAI is developing hybrid intelligence that combines neural networks with symbolic reasoning for mission-critical decisions.

  8. As of October 2026

    CEO and Chief Scientist at UMNAI

    As of October 2026, he is UMNAI's CEO and Chief Scientist, a role he has held since co-founding the organization in April 2019. In July 2026, he describes Hybrid Intelligence as a neuro-symbolic framework for decision models whose predictions can be examined through explicit modules, partitions, rules, attributions and symbolic relationships.

Career

  1. Since 2019UMNAIFounder, CEO and Chief Scientist
  2. From 2014Bit8CEO

Education

  1. 2010University of SheffieldPhD
  2. University of Malta

Most-cited works

  1. Adaptation of the F-measure to cluster based lexicon quality evaluation2003 · 48 citations
  2. Automatic dating of documents and temporal text classification2006 · 26 citationsWith Yorick A. Wilks
  3. FASIL email summarisation system2004 · International Conference on Computational Linguistics · 13 citationsWith Yorick A. Wilks
  4. Evaluating Automatically Generated Timelines from the Web2006 · Language Resources and Evaluation Conference (LREC) · 9 citationsWith Yorick A. Wilks
  5. Biologically inspired Lexicon Structuring Technique2002 · 8 citations

Sources and credits

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  1. Building trustworthy AI with Angelo Dalli europe.startupguide.com. Checked 18 October 2026.
  2. Angelo Dalli aclanthology.org. Checked 18 October 2026.
  3. Angelo Dalli's Publications staff.um.edu.mt. Checked 18 October 2026.
  4. Innovation in iGaming Profiles: Bit8 calvinayre.com. Checked 18 October 2026.
  5. Angelo Dalli en.wikipedia.org. Checked 18 October 2026.
  6. About UMNAI | Safe AI for Consequential Decisions umnai.com. Checked 18 October 2026.
  7. Angelo Dalli deaisummit.org. Checked 18 October 2026.
  8. What is UMNAI Hybrid Intelligence? | UMNAI umnai.com. Checked 18 October 2026.