Summary

I am an experienced and detail-oriented Software Engineer, Data Scientist, and Game Developer dedicated to creating intuitive and impactful digital experiences. With a Master's degree in Data Science from Kingston University, I have honed my skills in machine learning, deep learning, data analysis, software development, and game design, always striving to balance user needs with business objectives.

I have collaborated with diverse teams, including developers, designers, and product managers, to bring concepts to life, ensuring seamless integration of design and functionality. My development philosophy centers on efficiency and innovation—placing clean code, data-driven insights, and user experience at the heart of every decision while leveraging the latest tools and trends to stay ahead in the field.

Projects

Deep Learning Financial Forecasting

A comprehensive deep learning project for forecasting GBP/USD exchange rates using historical time series data.

Deep Learning Python TensorFlow LSTM

Handwritten Digit Recognition

A machine learning project for classifying handwritten digits (0-9) using various ML algorithms and hyperparameter tuning.

Machine Learning Python Scikit-learn Classification

Fairness-Aware Stock Market Prediction

An advanced ML system that incorporates high-risk news sentiment analysis for fair and ethical stock market predictions.

Machine Learning Sentiment Analysis Yahoo Finance Fairness

Autonomous Data Analysis Agent

An intelligent autonomous agent that performs automated EDA, model selection, and generates natural language reports using LangChain and AutoML.

LangChain AutoML Streamlit LLM

Movie Recommender

An ML-powered web application that provides personalized movie recommendations based on movies, actors, and directors.

Machine Learning Python Web App

Crypto Tracker

A web application for tracking cryptocurrency prices and trends.

React API Integration Real-time Data

SpaceSync

SpaceSync is a streamlined space booking application designed to optimize office resource management.

Full Stack Node.js MongoDB

Cyclonius

A dynamic game developed with Unreal Engine featuring advanced gameplay mechanics.

Unreal Engine C++ Game Development

Doom Like Game

A first-person shooter game inspired by classic DOOM, built with Unreal Engine.

Unreal Engine Blueprint 3D Design

Zombie Survival Game

A survival horror game developed using Unity Engine with advanced AI systems.

Unity C# AI Programming

Cat and Jump

A 2D platformer game built entirely in C++ featuring unique mechanics.

C++ SDL Game Physics

Experience

August 2021 - Present

FREELANCE Developer

Remote

London, England, United Kingdom

Developed several websites for clients using HTML/CSS to create visually appealing and responsive designs.
Utilized JavaScript and React framework for the development of interactive web applications, providing enhanced user experiences.
Designed and implemented various mobile applications, incorporating React Native for cross-platform compatibility.
Collaborated closely with clients to understand their requirements and deliver customized solutions.
Managed all aspects of project execution, including planning, development, testing, and deployment.
Continuously updated skills and explored new technologies to stay current with industry trends.

May 2022 - October 2022

Software Developer

Phendrix

London, England, United Kingdom · On-site

Developed the front-end of a mobile lifestyle application using TypeScript and React, ensuring a responsive and user-friendly interface.
Collaborated with the backend team utilizing Docker to streamline application deployment and environment consistency.
Employed Git for version control and collaboration, sharing code seamlessly with the lead developer and participating in code reviews.
Created profile pages for a health and lifestyle app, implementing best practices in UI design to enhance user engagement.
Adapted to evolving project requirements, demonstrating flexibility by taking on additional responsibilities.

October 2021 - April 2022

Teaching Assistant

Kingston University

London, England, United Kingdom · On-site

Assisted students in Computing Systems during their first semester, providing support and guidance during workshops. Supported the teaching of fundamental programming concepts to first-year students and assisted with games programming tasks.

Anastasios Papantonopoulos

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