Awarded Master of Science (MSc) in Artificial Intelligence with Distinction, from Heriot-Watt University in October 2024. A focused interest in applying cutting-edge AI techniques to analyse complex biological data and uncover insights that can inform novel approaches to diagnosing, treating, and managing cystic fibrosis. Motivated by a deeply personal connection, as my son has cystic fibrosis, I am passionate about the development of innovative solutions that have the potential to significantly improve the lives of individuals affected by this, and other medical conditions. Dissertation Project Title – Automated Detection of Lung Fibrosis in Chest X-ray Images – A Machine Learning ApproachProject Objectives:- Analyse how machine learning techniques used in computer vision can perform computer-aided diagnosis. - Fine-tune existing vision transformer (ViT) models using the NIH chest X-ray (CXR) dataset to do binary classification and diagnose fibrosis from the X-ray. Link to dissertation - https://github.com/markmonaghan/masters_dissertation/blob/main/Automated_Detection_of_Lung_Fibrosis_in_Chest_X_ray_Images__A_Machine_Learning_Approach.pdfPossessing a strong foundation in both AI and machine learning methodologies, I am poised to make meaningful contributions to the intersection of AI and medical research with a blend of academic rigour, curiosity to explore and develop innovative solutions, and a compassionate approach to healthcare.
-
Phd StudentHeriot-Watt UniversityEdinburgh, Gb -
Senior Security EngineerLloyds Banking Group Aug 2015 - PresentEdinburgh, Scotland, United KingdomSupport and provide insight into security incidents, particularly analysing and correlating datasets in Splunk. Experience has enhanced the ability to develop anomaly detection criteria in Splunk. Following resolution of incidents, tuning detection criteria to reduce false positive alerts.Conducted numerous threat hunting exercises, both hypothesis driven and from known indicators of compromise. Resulted in several incident response plans being initiated, including end-to-end support from hunting to triage, investigation to resolution. Developed threat models for three of the Bank’s most critical systems to identify vulnerabilities and most likely attackers and attack vectors. Led prioritisation discussions with senior stakeholders and influenced decisions on security investment.Created numerous security detection rules and dashboards in Splunk, mapping these to the MITRE ATT&CK knowledge base to provide a structured approach enabling adversary detection at multiple stages in the attack lifecycle.Developed playbooks for all monitoring rules and run scenarios with responder teams to ensure there is a self-contained, documented set of prescriptive steps for triage. Subsequently, developed automation of multiple playbooks in Phantom. Successfully mentored two apprentices during the two-year Firebrand IT Apprenticeship, finishing in March 2019. Developed their technical and soft skills and successfully guided them through applying and gaining permanent roles within the team and multiple promotions. -
Information Security SpecialistSainsbury'S Bank Apr 2015 - Aug 2015Edinburgh, Scotland, United KingdomDeployed information security policies and standards across the organisation and ensured governance through compliance testing. -
Cyber Security ConsultantKpmg Uk Feb 2014 - Apr 2015Edinburgh, Scotland, United KingdomCreated an incident management process for a financial services organisation, testing the process through a simulated malware infection scenario, outlining detailed steps to follow at each stage of the process to effectively manage the incident.Conducted multiple technical control assessments for financial services organisations, mapping to industry standards, such as the CIS Control Framework.
Mark Monaghan Education Details
-
Cambridge Centre For Ai In MedicineN/A -
Distinction -
Machine Learning
Frequently Asked Questions about Mark Monaghan
What company does Mark Monaghan work for?
Mark Monaghan works for Heriot-Watt University
What is Mark Monaghan's role at the current company?
Mark Monaghan's current role is PHD Student.
What schools did Mark Monaghan attend?
Mark Monaghan attended Cambridge Centre For Ai In Medicine, Heriot-Watt University, Zero To Mastery Academy.
Not the Mark Monaghan you were looking for?
-
Mark Monaghan
Vp Finance, International Businesses - Deckers Brands At Deckers Outdoor CorporationUnited Kingdom2btinternet.com, deckers.com -
Mark Monaghan
Commercial Delivery Manager At Foreign, Commonwealth And Development OfficeGreater Glasgow Area -
2currencycloud.com, jpmorgan.com
-
Mark Monaghan
Barrister Specialising In Commercial, Personal Injury & General Civil Law At ClerksroomLancaster
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial