AI, Data Science & Computational Research
Sepsis → Shock Transition · Genyte
Predictive ML model on MIMIC-IV identifying when sepsis patients transition into septic shock within a short clinical window.
Rare Event Prediction in High-Dimensional Time-Series · University of Leeds
Benchmarked physics-inspired baselines against standard ML architectures for rare-event behaviour in longitudinal data under irregular sampling.
Statistical Learning & Predictive Modelling · University of Leeds
Predictive models in R covering regression, classification, cross-validation, multicollinearity diagnostics and decision boundary analysis.
Time-to-Event Statistical Modelling · University of Leeds
Comparative survival analysis using Normal, Gamma and Lognormal distributions with maximum likelihood estimation and AIC model selection.
Python: Biomedical Data Processing & Analysis · University of Leeds
NumPy, SciPy and Matplotlib analysis of pharmacokinetics, spike rate, circadian rhythm and nerve conduction datasets.
C++: Dose-Response Analysis of Potassium Channel Blockers · University of Leeds
C++ application processing pharmacological dose-response data and generating normalised efficacy curves.
Precision Medicine, Genomics & Biotechnology
Computational Precision Medicine: Genomic Variant Discovery & Pathway Analysis · University of Leeds
Whole-exome sequencing, variant prioritisation, RNA-seq differential expression, pathway enrichment and structural protein impact assessment.
Computational Genomics: Disease Mechanism & Precision Medicine · University of Leeds
RNA-seq analysis and Mendelian variant prioritisation, with critical evaluation of WGS-GWAS methodology for genomic signal detection.
High-Throughput Omics Data Analysis: Disease Pathway Discovery · University of Leeds
Transcriptomic and metabolomic mechanisms behind Venetoclax resistance and cardiometabolic risk using RNA-seq and LC-MS/MS.
Genetic Epidemiology: Coronary Artery Disease · University of Leeds
GWAS, Mendelian randomisation and polygenic risk scores applied to causal inference in coronary artery disease.
Cold Sensitivity in Non-Responsive Cells · Lukacs Labs
Engineered cold sensitivity into cells using mutagenesis, promoter insertion, FACS sorting, sequencing and knockout validation.
Effects of EGF: A431 & PC-3 Cancer Cell Lines · University of Leeds
Investigated EGF and gefitinib effects on engineered cancer cell lines using fluorescent cell-cycle tracking.
Genetic Case Study: NPHS2 Mutation & Renal Dysfunction · University of Leeds
Integrated gene function, clinical biochemistry and renal pathology to identify NPHS2 as the causal factor in nephrotic syndrome.
Clinical Medicine & Pathophysiology
Amyloid Hypothesis: Neurodegeneration · University of Leeds
Critical evaluation of amyloid plaques, tau pathology, neuroinflammation and failed amyloid-targeted trials in Alzheimer's disease.
Glial Dysfunction: Schizophrenia · University of Leeds
How astrocytes, microglia and oligodendrocytes drive schizophrenia pathophysiology through neuroinflammation and disrupted connectivity.
Syndromic vs. Idiopathic Autism: Genetics · University of Leeds
Compared monogenic syndromic autism with idiopathic ASD across overlapping molecular and phenotypic characteristics.
CGRP-Targeted Migraine Therapies · University of Leeds
Evaluated gepants and monoclonal antibodies targeting CGRP pathways for migraine prevention and treatment.
Drug Discovery: Preclinical Animal Models · University of Leeds
Translational strengths and limits of animal models in Duchenne Muscular Dystrophy and Type 2 Diabetes.
IBD Symptomatology & the Gut-Brain Axis · University of Leeds
Interactions between inflammatory bowel disease, neurotransmitters, cytokines, microbiota and psychological factors.
COVID-19 Antivirals: Mechanisms & Efficacy · University of Leeds
Compared Paxlovid, Remdesivir and Molnupiravir across molecular mechanism, pharmacokinetics, resistance and clinical outcomes.
Neuroanatomical Case Study: Lewy Body Dementia · University of Leeds
Diagnosed DLB through MRI analysis, cognitive testing and symptom interpretation alongside α-synuclein pathology.
Cardiovascular Case Study: Heart Failure with Reduced Ejection Fraction · University of Leeds
HFrEF pathophysiology, diagnostics and therapeutic strategy in CAD-related systolic dysfunction.
Endocrine Case Study: Cushing's Syndrome vs. Addison's Disease · University of Leeds
Comparative analysis of adrenal disorders across hormonal dysfunction, diagnostic pathways and treatment.
Clinical Case Study Series · University of Leeds
Collaborative analysis of rheumatoid arthritis, hypertension, Crohn's disease, nephrogenic diabetes insipidus and myasthenia gravis.
Medical Devices, HealthTech & Biomedical Engineering
Polymeric Heart Valves: Scientific & Commercial · GrowthSynapse
Assessed next-generation polymeric valves for durability, biocompatibility, regulatory readiness and TAVR commercialisation potential.
All-in-One Smart Pulmonary Health Device · GrowthSynapse
AI-enabled respiratory monitor integrating breath analysis, lung function tracking and therapy optimisation for chronic pulmonary disease.
3D Printing: Device Prototyping · GrowthSynapse
Hands-on SLA and FDM prototyping with CAD design, slicing workflows and post-processing.
Autoclave Efficacy: Hip Joint Implants · University of Leeds
Laboratory assessment of autoclave sterilisation efficiency against bacterial contamination of orthopaedic implants.
Regulatory & Functional: Medicinal Products vs. Medical Devices · University of Leeds
Classification frameworks and regulatory distinctions between pharmaceuticals, medicinal products and medical devices.
MedTech, Wound Care & Regulatory Affairs
Antimicrobial Resistance: Wound Management · V3bio
Scientific meta-analysis on antimicrobial resistance in wound care, supporting clinician data collaborations for treatment development.
Electrocyn™ Soma: South Africa & Nigeria · V3bio
Led regulatory market-access planning for African expansion including SAHPRA and NAFDAC compliance pathways.
Electrocyn™ Ternak: Veterinary Disinfection · V3bio
Evaluated a HOCl-based veterinary disinfectant for efficacy, safety, environmental compatibility and market readiness.
Electrocyn™ Vetis: Canine Wound Management · V3bio
Documented wound recovery outcomes in veterinary patients treated with hypochlorous acid solutions.
Lukapedia: Wound Care Manual · V3bio
Co-developed a clinical wound care manual covering evidence-based protocols and T.I.M.E. frameworks.
Electrocyn™ Soma: Medical Media · V3bio
Educational medical posters on antimicrobial resistance and wound management for healthcare outreach.
Electrocyn™ Soma: Necrotising Fasciitis · V3bio
Supported a research poster on HOCl wound care treatment in diabetic necrotising fasciitis patients.
Electrocyn™ Soma: Negative Pressure Wound Therapy · V3bio
Researched integration of HOCl solutions into NPWTi-d systems for improved healing outcomes.
Electrocyn™ Vetis: Market Launch · V3bio
Marketing and clinical collaboration strategy for veterinary wound care product launch.
Digital Health, AI & Startup Innovation
HealthStream: AI-Driven Health Insights · Noxieun
AI-powered platform personalising healthcare news and educational content to improve health literacy.
sug-AR: Smarter Care for Sweeter Futures · Noxieun
Augmented reality diabetes management platform integrating telemedicine, education and personalised monitoring.
Bengal Up: Organic Supplements · Noxieun
Supplement brand concept built on organic herbal formulations for energy and cognitive wellness.
Peaceful Panda: Ambient Sleep Device · GrowthSynapse
Conceptual AI-powered sleep system combining adaptive lighting, soundscapes and emotional wellness technology.
Science Communication & Academic Research
Brochure: Retrotrapezoid Nucleus
Educational brochure explaining RTN function in respiratory chemoreception and neurophysiology.
Early Modern Medicine: Baglivi's De Praxi Medica
Historical and philosophical analysis of empirical observation in early modern medicine.
Haptotactic Chemokine Gradients & Dendritic Cell Migration
Immune-cell migration mechanisms involving immobilised chemokine gradients and interstitial signalling.
Data Visualisation: Global Potential of PHVs & GEPHVs
Scientific visualisations and market-growth illustrations for advanced heart valve technologies.
