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Core research

  • Natural Language Processing/Understanding
  • Graph theory
  • Distributional semantics

Programming Languages

Python R Bash Common LISP

Tools & Technologies

Git Neo4j OWL RDF MLFlow

Query Languages

SQL Cypher

Currently Learning

  • Data engineering
  • Advanced graph algorithms
  • Advanced reinforcement learning
  • Algorithms for Big Data

Research Interests

  • Semantic networks
  • Knowledge representation
  • Ethical AI and regulation

Present work

  • NLP for social good use-cases, focused on using NLP to analyze political media and new society.

Past work

  • Management consulting (McKinsey & Co.), Private Equity (Stax LLC), Political Media (Verite Research, United Nations Sri Lanka)

Dayan Surendranathan's Projects

cerebro icon cerebro

Webapp for low-code friendly web scraping for academics & researchers

sotawhat icon sotawhat

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

specteralconflict icon specteralconflict

Comparing clustering methods to analyse spatiotemporal conflit data. ACLED on Sri Lanka during 'Aragalaya' (2022-23)

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