Ian Drosos - HCI Researcher

Hi, I lead UX design and UX engineering at Trent AI, a AI security startup that wants to make code and organizations safer. I am a mixed-methods HCI researcher who designs and develops tools to enhance the workflows of software developers, data scientists, content creators, and learners. I publish at venues like CHI, DIS, and VLHCC.

Promptly / Dynamic Prompt Middleware: Generating UX to help users get more out of AI

Prompting generative AI effectively is challenging for users, particularly in expressing context for comprehension tasks. We address this challenge by implementing Dynamic Prompt Middleware, which generates UI elements for prompt refinement based on the user's specific prompt. Users found Dynamic Prompt Middleware afforded more control, lowered barriers to providing context, encouraged task exploration and reflection, and improved the user experience of generative AI workflows.
CHIWORK 2025

Wrex: A Unifed Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists

Wrex is a unifed interaction model, implemented as a Jupyter notebook extension, that generates readable code for a variety of useful data transformations. User study results demonstrate Wrex made data scientists signifcantly more effective and efficient at data wrangling.
CHI 2020 - Best paper award

FxD: A Functional Debugger For Dysfunctional Spreadsheets

FxD is a novel spreadsheet debugging interface, which provides structured information needed for spreadsheet users to debug formulas in systematic ways. A user study revealed users felt more efficient and capable, were more satisfied with the amount of information shown, and agreed FxD would enhance existing debugging workflows. FxD is now released as part of Excel Labs.
VLHCC 2023 - Best paper, Honorable Mention award

Microsoft Internal/Product Contributions

A selected few contributions at Microsoft beyond AI/computer science research:

  • Promptly design research and codebase shared to over 18 product teams within Microsoft. Several are leveraging Promptly as part of their own explorations and development of future AI prompting experiences.
  • 2024 Promptly (Dynamic Prompt Middleware) - "2nd place 'Everyday AI' Executive Challenge Hackathon chosen by Microsoft Research President Peter Lee.
  • 2023 Game Design Copilot - "2nd place 'Change the Game' Executive Challenge Hackathon chosen by Microsoft Gaming CEO and Head of XBOX Phil Spencer.
  • Presenter to the internal Machine Learning, AI & Data Science Conference (MLADS) on designs for LLMs in Excel.
  • Design for LLM co-audit in Excel and beyond.

EDU and XP

I am currently leading UX design engineering at Trent AI (2025 - ). Previously, I was an HCI researcher at Microsoft Research (2022-2025) and a full-stack software engineer at Verizon. I have a PhD in Cognitive Science from UC San Diego and a MS in Computer Science from NC State.

Education

UCSD
La Jolla, California
PhD Cognitive Science
2017 - 2022

NCSU
Raleigh, North Carolina
MS Computer Science
2015 - 2017

SPSU
Marietta, Georgia
BS Computer Science
2007 - 2011

Experience

Member of Technical Staff -- Trent AI
2025 - present
Researcher -- Microsoft Research
2022 - 2025
Researcher -- The Design Lab
2017 - 2022
Instructor -- UCSD
2022 - 2022
Teaching Assistant -- UCSD
2018 - 2022
Research Intern -- Autodesk Research
2021 - 2021
Research Intern -- Microsoft
2018 - 2018
Software Engineer -- Verizon
2011 - 2015