https://mystudybro.com- Taught myself highly used programming languages and Markup Languages such as Python, JavaScript, HTML, and CSS which I used to solve an issue I was facing as a student- Developed an Online Web Application for Students to study further for their qualifications (A-Levels, IA-Levels, Pancyprian Examinations as well as IGCSE), by using NodeJS (Express JS) and ReactJS (in combination with NextJS)- Students can select specific chapters of the subject they want to study for, and then find well-targeted exercises through an algorithm custom-built- Widely used by students and teachers in Cyprus as well as Internationally- Currently averaging 400 weekly sessions, from more than 20 different countries around the world

• Trained a logistic regression credit fraud detection model using Scikit-Learn in Python on a transaction dataset containing 1 million observations and 10 features, performing any necessary data transformations, achieving 95% accuracy• Developed a ReactJS SPA and a Python Flask Rest API to interact with pre-trained models using the pickle library, returning JSON results including class membership and class membership probability, enabling integration with banking software• Presented findings and results to stakeholders, highlighting business opportunities and regularly communicated project updates in weekly team meetings

• Preparing detailed lesson plans for over 175 lessons, tailoring each one to the students’ individual needs• Presenting various mathematical concepts to students, adapting to each student’s unique capabilities

• Produced 6 weekly reports explaining fluctuations of KPIs for Sky Glass’ Voice Assistant using data from Looker and Tableau • Collaborated with 8 interns in analyzing Sky Glass using Jira and Confluence for Agile collaboration, focusing on NLP and machine learning models for voice activation, and proposing product enhancements such as adding on device storage • Researched competitor strategies on people search pages across leading streaming platforms, using insights to drive the development and optimisation of Sky’s own people search functionality, enhancing user engagement and content discovery

• Shadowed IT solution tender preparation, gaining insights into requirement gathering, proposal writing and negotiation processes• Reviewed a costing system of a large payment gateway provider in Cyprus, ensuring regulatory compliance and fair competition regulations

• Conducted a case study for REO Portfolio Sales in banks of other EU Members for a large bank in Cyprus with an REO Portfolio of more than €250,000,000 in value gathered by Nonperforming Loans• Performed EDA on a 2,500-record real estate dataset using Python to train a model for estate value prediction• Developed a strategy for Cyprus’ DLS to create a National Key Address Registrar using existing datasets and ground surveys, complying with EU Inspire and guided by successful executions in countries including the Netherlands• Created a Python Image-to-Text recognition script for a bank’s communication database, aiding NPL classification

- Formulated a better understanding of the structure and different services offered by a Big 4 firm- Researched details about the sustainability of Amazon in teams of 6, and presented 5 ways carbon neutrality can be achieved- Worked in teams to present a product idea – Reducing congestion in large cities of Cyprus by minimising the time that drivers waste circulating the city to find a vacant parking place

- Assigned to work in the Operations and Safety Room of the Battalion I served- Managed emergency situation planning, training of military personnel as well as regular safety checks of the camp- Attended regular military drills inside the camp, working as a team with the rest of the soldiers towards a common goal, whilst also acting and following the plan of the Operation and Safety room with precision

1 Week Work ExperienceUsed this opportunity early on to shadow professionals of the Audit and Tax Department in order to create an understanding of what the firm actually does and what services are offered.