Experienced Full Stack Software Engineer with 2.5 years of professional experience, including 19 months as Full Stack Tech Lead at PRMAssist. Currently, I am seeking a software development role in Dublin. At PRMAssist, I led a development team in building a mobile applications for 15,000 registered users and a web app used in airports in Ireland and the UK . I was responsible for end-to-end feature development, testing, security compliance, and critical architectural decisions. Collaborated with stakeholders such as Aer Lingus to develop an API integration to replace their existing PRM Booking solution. After PRMAssist, I pursued a PhD in Trustworthy Medical AI at UCD, focusing on developing Deep Learning solutions for risk-critical scenarios. I specialized in Uncertainty Quantification and assessing model performance on Out-Of-Distribution data to improve AI reliability in medical diagnosis.Holding both Bachelor's and Master's degrees in Computer Science from Trinity College Dublin, graduating with First Class Honors each year for five consecutive years. My studies delved into programming, computer graphics, machine learning, NLP, and software engineering. I Completed a 9-month internship at VisibleThread as a Full Stack Developer on the Readability team, practicing Test-Driven Development.Passionate about programming and its potential to enhance people's lives, I thrive in fast-paced, collaborative environments and am eager to contribute to projects that make a meaningful impact.Skills and Technologies:
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Software EngineerKreohDublin, Ie -
Phd Student In Trustworthy Medical Ai @ Ucd Natural Computing Research & Applications GroupUniversity College Dublin Dec 2023 - Jul 2024Dublin, County Dublin, IrelandWith the goal of pursuing my interest in AI and Machine Learning, I pursued a PhD in Machine Learning with a focus on trustworthy AI applied to the context of medical devices. My 8 Months of study and applied research were focused on some of the most common challenges of deploying risk critical AI applications. My primary interests included uncertainty quantification and robustness for Out Of Domain test samples in real world medical diagnosis deep learning systems. I also looked at studying techniques to improve the generalisability and performance of deep learning systems using unsupervised or semi-supervised techniques and reduce the need for labelled training data. -
Software EngineerPrm Assist Apr 2022 - Dec 2023Dublin City, County Dublin, IrelandAs the full stack engineer on a two person dev team, working at PRMAssist put me in a position of responsibility where I had to perform every aspect of developing and managing a product, from design, planning, testing, deployment across the stack. As well as this I honed leadership and teamwork skills while managing developers under me as well as collaborated with stake holders such as Aerlingus and Dublin airport. The technologies I worked with included React for a mobile and web application. A NodeJS backend with Express and a CouchDB database. The Back End was implemented with a Micro-Service architecture orchestrated with Docker-Compose and hosted on Azure EC2 instances. -
Software Engineer InternVisiblethread Jan 2020 - Sep 2020Dublin, County Dublin, IrelandAs an intern at VisibleThread, I was part of a small engineering team where I quickly took on many roles and responsibilities. These included partaking in TDD to implement and test new features, deploying new builds, and working on the security and robustness of the API. The tech stack used was Spring Boot.
Joseph Carnec Education Details
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1St Class Honours
Frequently Asked Questions about Joseph Carnec
What company does Joseph Carnec work for?
Joseph Carnec works for Kreoh
What is Joseph Carnec's role at the current company?
Joseph Carnec's current role is Software Engineer.
What schools did Joseph Carnec attend?
Joseph Carnec attended Trinity College Dublin.
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