Mark Monaghan

Mark Monaghan Email and Phone Number

PHD Student @ Heriot-Watt University
Edinburgh, GB
Mark Monaghan's Location
Edinburgh, Scotland, United Kingdom, United Kingdom
About Mark Monaghan

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.

Mark Monaghan's Current Company Details
Heriot-Watt University

Heriot-Watt University

View
PHD Student
Edinburgh, GB
Website:
hw.ac.uk
Employees:
4050
Mark Monaghan Work Experience Details
  • Heriot-Watt University
    Phd Student
    Heriot-Watt University
    Edinburgh, Gb
  • Lloyds Banking Group
    Senior Security Engineer
    Lloyds Banking Group Aug 2015 - Present
    Edinburgh, Scotland, United Kingdom
    Support 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.
  • Sainsbury'S Bank
    Information Security Specialist
    Sainsbury'S Bank Apr 2015 - Aug 2015
    Edinburgh, Scotland, United Kingdom
    Deployed information security policies and standards across the organisation and ensured governance through compliance testing.
  • Kpmg Uk
    Cyber Security Consultant
    Kpmg Uk Feb 2014 - Apr 2015
    Edinburgh, Scotland, United Kingdom
    Created 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

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.

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