About Me

Hello! I am Amisha, an Applied Scientist at Amazon Last Mile Science.

I completed my PhD in the Department of Computer Science at the University of California, Irvine (UCI), affiliated with ETAD (Engaging Technology and Application Design) and TLC (Teaching and Learning in Computing) Lab at UCI, advised by Dr. Sergio Gago-Masague.

Ongoing Work and Research Interests,

  • Fair, Distributionally Robust Multimodal Learning.
  • Integrating Fairness-aware frameworks in Large Language Models (LLMs).
  • Experience working in Neuro-symbolic networks (KANs) and Deep learning frameworks for robust fair learning techniques.
  • Developing Representation learning techniques to mitigate algorithmic bias.

Aside from research, I love reading books and maintain a Book Club, playing video games, watching animes, and most of all Blog online! Please feel free to reach out on my email ID here.

Professional Service

  • Program Committee Member – AAAI Conference on Artificial Intelligence (AAAI)
  • Program Committee Member – ACM Special Interest Group on Computer Science Education (SIGCSE)

News

  • [Sept, 2026] - Joined Amazon as an Applied Scientist.
  • [June, 2026] - Officialy became Dr. Amisha Priyadarshini!
  • [Nov, 2025] - Awarded Special Fellowship by the Dept. of Computer Science @ UCI for Winter,’26 quarter.
  • [Nov, 2025] - Awarded NeurIPS 2025 Travel Grant, fully covering conference registration and travel expenses.
  • [Nov 7, 2025] - Paper got accepted at 40th AAAI Conference, 2026 as a Main-track Paper.
  • [Sept 22, 2025] - Ongoing work on Multimodal learning got accepted at WiML Workshop @ NeurIPS 2025!
  • [July, 2025] - Awarded Google Cloud Research Credits as an early recognition, & to advance large-scale experiments in fairness-aware ML.
  • [Apr 22, 2025] - Attended Google Alumni Reception @ Bren Hall, UCI.
  • [Sept 10, 2024] - Paper got accepted at IEEE International Conference on Cognitive Machine Intelligence.
  • [June 12, 2024] - Yay, I am officially a PhD Candidate now!!!
  • [Aug 15, 2023] - Paper got accepted at IEEE International Conference on Transdisciplinary AI.
  • [Apr 21, 2021] - (Second time in a row) Received the prestigious DTEI Summer Fellowship @ UCI.
  • [June 20, 2020] - Received the prestigious DTEI Summer Fellowship @ UCI.
  • [Jan 17, 2017] - Awarded Department Topper, Integrated MSc., Mathematics, National Institute of Technology (NIT) Rourkela, on Graduation Day.