Hi!
I am a Research Fellow at the Institute of Applied Health Research, University of Birmingham. My current area of research is in the applications of AI in clinical decision making.
Previously, I was a FCAI postdoctoral researcher, working in the field of Human–Computer Interaction (HCI), in the Media Labs Group (led by Prof. Perttu Hämäläinen) and User Interfaces Group (led by Prof. Antti Oulasvirta) at Aalto University.
My current research interests include reinforcement learning, decision making, behaviour modelling and intelligent interactive systems.
Interests
- Reinforcement Learning
- Intelligent systems
- User Behaviour
- AI Decision Making
- Photography
Education
PhD in Computer Science, 2019
University of Birmingham
MSc in Human-Computer Interaction, 2014
University of Birmingham
BTech in Computer Science, 2011
KIIT University
Skills
Statistical Analysis
Competency in collecting and analyzing data to identify patterns and trends.
Modelling
Proficiency in applying analytical and numerical methods to model a broad range of problems.
Software Engineering
Experience in developing and deploying ML models as microservice.
Projects
Human Visual Search as a Deep Reinforcement Learning Solution to a POMDP
The project objective is to design computational models to aid in gaze-based eye tracking technology as a pointing modality.
Optimising flow within mobility systems with Artificial Intelligence
The objective of the project is to transition complex traffic management from static systems into dynamic, optimised systems that cities manage in real-time across many types of mobility.
Touchscreen Typing As Optimal Supervisory Control
This project presents a computational model of how people type on touch-screen keyboards. We explaore the role of visual attention being shared between the keyboard and the text area.
Recent Publications
Contact
- Birmingham,