Konstantinos Vlamis
Aspiring AI Engineer
I'm an ambitious computer scientist with a profound interest in Artificial Intelligence and Machine Learning that seeks to enter the field of AI development as an AI Engineer.
About me
Hello! I'm Konstantinos Vlamis. I got introduced to programming during high school and immediately fell in love with developing things from scratch.
These days my main interest revolves around Artificial Intelligence and Machine Learning. More specifically, I am passionate about developing and training Deep Learning models from scratch using different learning paradigms primarily for computer vision tasks.
Outside of coding, you'll find me playing Padel and Football.
Skills
Languages
Programming Languages
Frameworks
Tools
Programming Skills
Transferable Skills
Education
BSc Computer Science Newcastle University
- Grade: First Class Honours (85.6%)
- Thesis: "Investigating the suitability of using synthetic data in deep learning for lung cancer classification".
- Key modules: Mathematics, Computer Architecture, Foundations of Data Science, Programming Portfolio 1 and 2, Algorithms Design and Analysis, Software Systems Design and Implementation, Security and Programming Paradigms, System and Network Security, Cryptography, Predictive Analytics Computer Vision and AI, Data Visualization and Visual Analytics.
MSc Computing (Artificial Intelligence and Machine Learning) Imperial College London
- Grade:
- Thesis: "Enhancing I-JEPA with Counterfactual Image Synthesis and Online Data Curation".
- Key modules: Mathematics for Machine Learning, Introduction to Machine Learning, Reinforcement Learning, Computational Neurodynamics, Deep Learning, Natural Language Processing, Machine Learning for Imaging, Robot Learning, Software Engineering for Machine Learning Systems.
Experience
Infantry Soldier National Guard of Cyprus
- Collaborated alongside army professionals and fellow soldiers to prepare daily documents and reports.
- Systematically categorised documents for efficient document filing and organisation.
- Planned and scheduled soldier shifts on a daily basis for efficient planning and consistency.
Intern in the IT Department and Reception CSG Neokleous Brothers Constructions Ltd
- Collaborated with the IT Department of the company to maintain and resolve technical issues of the website and server infrastructure.
- Collaborated with the Reception and Customer support staff to provide guidance and assistance to customers.
- Diagnosed and resolved technical issues and bugs related to the company's website.
Projects
BSc Second Year Group Project
Recycle Tracker Web Application
Led a team of five fellow students to develop a web application for the software engineering group project. This is a web application that allows users to track their recycling history by logging their recycled items. It also incorporates a functionality to establish friends and compete in a leaderboard. The application incorporates a custom rewarding system that rewards users based on their recycled items and their daily streaks.
- Python
- Django
- PostgreSQL
- HTML
- CSS
- JavaScript
BSc Final Year Dissertation Project
Investigating the suitability of using synthetic data in deep learning for lung cancer classification
This dissertation project investigates the suitability of using synthetic data as a novel data augmentation technique used during the training process of deep learning models for the medical imaging task of lung cancer classification. The project indicated that synthetic data as a data augmentation technique yields significant performance improvements in the classification of capabilities of deep learning models when trained from scratch in a supervised manner, whereas they yield smaller performance improvements when the deep learning models are initially pre-trained and only fine-tuned on the downstream task.
- Python
- PyTorch
- Torchvision
- Sci-Kit Learn
- Numpy
- Pandas
- Matplotlib
- Seaborn
Get in touch
I'm currently open to new work opportunities. Whether you have a question, a project idea, or just want to say hi, my inbox is always open.