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AI Research Engineer with 10+ years in Medical Informatics & Surgical Performance
I am a general surgery trainee and clinician-researcher with my PhD in medical informatics submitted at the University of Edinburgh in 2026. My research focuses on cognitive load and its impact on surgical performance, with the goal of enhancing both technical precision and non-technical skills in high-pressure operating-room environments. I have a developed specialism in clinical human factors, AI safety, and patient safety, and a sustained interest in the application of sports psychology principles to surgical training and team performance. Through my clinical and academic work, I am committed to advancing surgical education, surgical wellbeing, and patient safety, ensuring that surgeons are equipped to perform at their highest level. I contribute actively to the Royal College of Surgeons of Edinburgh Trainee Committee, the Robotic and Digital Surgery Trainees committee (RaDiST), and the CIEHF Digital and AI in Healthcare working group.
University of Edinburgh
PGCert · Clinical Human Factors and Patient Safety
N/A – June 30, 2023
Royal College of Surgeons, Edinburgh
MRCS (Edin)
N/A – June 30, 2018
University of Glasgow
MB ChB
N/A – June 30, 2014
University of St Andrews
BSc (Hons) · Medicine
N/A – June 30, 2011
University of Edinburgh
PhD Candidate · Medical Informatics
N/A – June 30, 2026
University of Edinburgh
Course Lead Patient Safety and Clinical Human Factors MSc
January 1, 2022 – Present
India
NHS Lothian
Extended OOPR (Honourary NHS contract)
August 1, 2021 – Present
India
Edinburgh Surgical Sabermetrics Group (SaberLab), Usher institute, University of Edinburgh
Clinical Research Fellow
August 1, 2021 – Present
India
University of Edinburgh
PhD Candidate
August 1, 2021 – Present
India
Crosshouse University Hospital
ST5
August 1, 2020 – August 1, 2021
Kilmarnock, Scotland, United Kingdom
Queen Elizabeth University Hospital
ST4
August 1, 2019 – August 1, 2020
Glasgow, Scotland, United Kingdom
Dumfries and Galloway Royal Infirmary
ST3
August 1, 2018 – August 1, 2019
Dumfries, Scotland, United Kingdom
Musgrove Park, Taunton
CT2 Trainee, General Surgery (Colorectal)
February 1, 2018 – August 1, 2018
Bath, England, United Kingdom
Musgrove Park, Taunton
CST 2 Trainee, Vascular Surgery
August 1, 2017 – February 1, 2018
Bath, England, United Kingdom
Musgrove Park, Taunton
CT1 Trainee General Surgery (Breast)
May 1, 2017 – August 1, 2017
Bath, England, United Kingdom
Musgrove Park, Taunton
CT1 Trainee, Urology
February 1, 2017 – May 1, 2017
Bath, England, United Kingdom
Musgrove Park, Taunton
CT1 Trainee, General Surgery (Upper GI)
August 1, 2016 – February 1, 2017
Bath, England, United Kingdom
Southend University Hospital
F2 Doctor, Geriatrics
April 1, 2016 – August 1, 2016
UK
Southend University Hospital
F2 Doctor, Trauma and Orthopaedics
December 1, 2015 – April 1, 2016
UK
Southend University Hospital
F2 Doctor, General Surgery (Colorectal)
August 1, 2015 – December 1, 2015
UK
Whipps Cross University Hospital
F1 Doctor, Paediatrics
April 1, 2015 – August 1, 2015
UK
Whipps Cross University Hospital
F1 Doctor, Cardiology
December 1, 2014 – April 1, 2015
UK
Whipps Cross University Hospital
F1 Doctor, General Surgery (Colorectal)
August 1, 2014 – December 1, 2014
UK
US Air Force: Investigation of cognitive load during simulation scenarios and development of a team training programme when introducing an individual new team member
August 1, 2021 – June 1, 2026
Collaboration with US Air Force investigating cognitive load during simulation scenarios and developing a team training programme for introducing new team members.
Cognitive Load in Pitch side Sports Medicine
August 1, 2021 – June 1, 2026
Collaboration with Scottish Rugby Union investigating the cognitive load of pitch side medicine during international rugby union matches.
SUPER: Surgical Utilisation of Performance Enhancing Routines
August 1, 2021 – June 1, 2026
Collaboration with University of Sheffield and University of Nottingham. Investigating the use of mental rehearsal and performance enhancing routines on surgical performance and cognitive load via a randomised control trial involving laparoscopic simulation.
NOTSS: Contribution to Non-Technical Skills for Surgeons (NOTSS) tool reliability and validity work
August 1, 2021 – June 1, 2026
Contribution to Non-Technical Skills for Surgeons (NOTSS) tool reliability and validity work. NOTSS is the gold-standard behavioural marker system for assessing surgeons’ intraoperative non-technical skills; this collaboration supports ongoing validation and reliability studies underpinning its use in training and assessment.
Precision Under Pressure: The Impact of Sleep Quality on Surgical Performance
August 1, 2021 – June 1, 2026
Collaboration with the University of Sheffield (Bellamy, Baker, Tomlinson, Iyer) and British Sleep Society. Interventional pilot study examining the relationship between sleep quality and both technical and non-technical surgical performance using physiological sensors (EEG, EDA, HRV) and laparoscopic simulation. Contributing as participant and data contributor, providing physiological measurement expertise.
Introduction to Good Clinical Practice
Unknown
October 1, 2023 – Present
PGCert Clinical Human Factors and Patient Safety
University of Edinburgh
January 1, 2023 – Present
Simulation Instructor Training
STRATUS Center for Simulation, Harvard University
September 1, 2022 – Present
Surgical Data Science Summer School
IHU Strasbourg
July 1, 2022 – Present
Healthy R
Unknown
May 1, 2022 – Present
Python & Apps Coding
Code First Girls
January 1, 2022 – Present
MRC Research Data and Confidentiality
MRC
January 1, 2022 – Present
Human Factors in AI
Duke University
January 1, 2022 – Present
Optimising Kidney Utilisation
King College London
June 1, 2021 – Present
Introduction to Simulation Research
Unknown
February 1, 2021 – Present
University College London Renal Transplantation Course
University College London
September 1, 2020 – Present
British Obesity and Metabolic Surgery Society Conference Training Day
British Obesity and Metabolic Surgery Society
January 1, 2020 – Present
Intermediate Skills in Laparoscopic Surgery
Royal College of Surgeons England
November 1, 2019 – Present
Ultrasound Guided Venous Access Course
Dumfries and Galloway Royal Infirmary
February 1, 2019 – Present
Membership of Royal College of Surgeons
Royal College of Surgeons, Edinburgh
January 1, 2018 – Present
10th Annual Laparoscopic Training Day
Musgrove Park, Taunton
November 1, 2017 – Present
Laparoscopic training days
ALSGBI Cardiff
November 1, 2017 – Present
Laparoscopic Suturing Course
Cuschieri Skills Centre, Ninewells Medical School, Dundee
October 1, 2017 – Present
Care of the Critically Ill Surgical Patient (CCrISP) course
Welsh Institute for Minimal Access Therapy
September 1, 2017 – Present
Core Skills in Urology
British Association of Urology Surgeons, Cheltenham
July 1, 2017 – Present
9th Annual Laparoscopic Training Day
Musgrove Park, Taunton
October 1, 2016 – Present
Advanced Trauma Life Support Course
Royal Free Hospital
January 1, 2016 – Present
Placement of chest drains and the insertion of intravenous central lines in children
British Association of Paediatric Surgeons, St Mary’s Hospital
May 1, 2015 – Present
Basic Surgical Skills
Royal College of Surgeons England
May 1, 2015 – Present
Lesson Planning
Whipps Cross University Hospital
January 1, 2015 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, spanning military, sports, and surgical contexts, demonstrates adaptability and a broad interest in applying their expertise. Their commitment to advancing surgical education, wellbeing, and patient safety, coupled with active committee participation, indicates a strong alignment with roles that value ethical considerations, continuous learning, and collaborative innovation. The interdisciplinary nature of their research and collaborations suggests a proactive and open-minded approach to problem-solving, which is beneficial for cultural fit in a research-oriented AI role.
Soft Skills & Operational Fit
The candidate demonstrates strong collaboration skills through numerous multi-institutional projects and active participation in professional committees. Their experience as a Course Lead and Tutor highlights teaching and mentorship abilities. The focus on human factors and patient safety indicates a meticulous and responsible approach, crucial for AI safety. The candidate's background in high-pressure surgical environments suggests resilience and effective stress handling, though formal psychometric test results are not available to confirm this.