House Surgeon
I work with hospital teams on clinical assessment, documentation, communication, and continuity of care within my current role.
Work and research
Care, evidence, and ideas in progress.
My work spans a current hospital role, clinical research writing, health-technology projects, software, and questions outside medicine. The items below are at different stages; a research concept or prototype is not a clinical result.
Clinical practice
About
Clinical research
Manuscripts and study questions
These are research-writing titles at different stages, shown here as areas of work rather than as a publication list. Authorship, dates, current status, and publication links will be added when verified.
- 01
Robotic-Assisted and Artificial Intelligence-Enabled Systems in Interventional Radiology: A Structured Narrative Review
- 02
Comparative effectiveness of chemical tissue adhesives versus conventional sutures for surgical skin closure in high-risk patients with impaired wound healing: systematic review and narrative synthesis
- 03
Patient-Reported Communication, Consent and Discharge Gaps in General Surgery: A Cross-Sectional Perioperative Experience Study from India
- 04
Aquagenic pruritus unmasking polycythaemia vera with coexisting JAK2 V617F and BCR::ABL1 driver mutations
- 05
Kikuchi-Fujimoto-Like Lymphadenitis as an Initial Presentation of Systemic Lupus Erythematosus: A Diagnostic Pitfall in a Young Male
- 06
Psychological Distress and Health-Related Quality of Life Among Cancer Patients Receiving Radiotherapy With or Without Concurrent Chemotherapy: A Cross-Sectional Study
- 07
Predictors of Arteriovenous Fistula Maturation in Patients with Chronic Kidney Disease on Hemodialysis: A Systematic Review
Projects
Built, tested, or still being explored.
Each entry names its current stage. Public repositories show software work; private work and research plans are described without claims of deployment or clinical validation.
Health technology
Open source / research prototype
Smart Glasses Clinical Platform
A simulator for clinical smart-glasses workflows, including capture, connection, voice, and device states. It has not been deployed in care.
Open source / early release
Clinical LiDAR Framework
An early research framework for calibrated three-dimensional wound-surface measurements and capture-quality checks. Clinical validation remains to be done.
Closed source / synthetic prototype
Clinical Feedback System
A synthetic prototype for collecting patient concerns and routing themes to a service owner. It does not handle clinical escalation or emergencies.
Private research workspace
BioVOC
A breath-VOC research programme developing questions about sampling, confounders, reference standards, and validation. No diagnostic performance claim is made.
Open source / research prototype
Disfigurement Index
A research prototype for structured documentation of appearance over time, with attention to measurement quality and patient experience.
Software systems
Open source / alpha
AI Routing Gateway
A public prototype for explainable model and workflow routing, with decisions that can be inspected and tested. It is not a measure of clinical performance.
Open source / foundation
AI Firewall
A public prototype that inspects outbound data before an AI request and can allow, redact, or block it. Deployment and real-world reliability remain separate questions.
Open source / research prototype
SystemBench
An evaluation framework for examining routing, tool use, provenance, safety, latency, and task success across an AI workflow.
Public repository / research framework
Reflection AI
A research framework for inspectable AI memory, including consent, provenance, deletion, and rollback controls.
Open source / experimental
Web of Thoughts
An experimental way to represent reasoning as inspectable relations and review records.
Closed source / private
Master LLM
A private venture developing local AI infrastructure for regulated work. Public performance and deployment claims are not available here.
Other explorations
Private research workspace
Periodic Table Research
An exploratory study of alternative ways to show relationships among elements while keeping standard names, symbols, and atomic numbers.
Private research workspace
Telomere Research
A research interest in how telomere biology relates to other measures of healthy aging. Study design and clinical meaning remain open.