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Toressy/README.md

👋 Hi, I'm Viktoriia Tytarenko

🎓 A Computer Science graduate with a passion for AI, software development, and building purposeful technology.

🌍 Based in the UK | 🧠 Curious about Machine Learning, Natural Language Processing, and custom compilers | 💬 Fluent in English, Ukrainian, and Russian

💡 About Me

I'm passionate about using code to solve real-world problems and improve lives. My background spans across:

  • 🧠 AI & NLP: Projects using transformers (BERT, SBERT), graph algorithms, and summarization tools
  • 💻 Software & Web Dev: Custom apps, database systems, and full-stack web tools using PHP, Flask, and SQL
  • 🎮 Game Dev: Interactive games using Unity (C#) and 3D graphics via DirectX (C++)
  • 🔧 Systems & Tools: SQL/NoSQL databases, AWS basics, REST APIs, and OOP design

🚀 Projects You’ll Find Here

🔹 Insurance Management System — A PHP/JS app with chart-based data visualization
🔹 Medical AI Pipeline — Diabetes prediction ML model with 99.64% accuracy
🔹 Graph-Based Text Summariser — Dissertation project using SBERT + PageRank
🔹 Custom Programming Language — Lexer, parser, and interpreter written in Python
🔹 Unity 2D Game — Physics-based platformer with level progression
🔹 3D Robot in DirectX — Animated scene using lighting, texture, and transformation graphs
🔹 Enterprise DB System — Full backend using SQL Server + Access front-end

🛠️ Skills & Tools

Languages: Python, C++, C#, JavaScript, HTML, CSS
Frameworks & Tools: Flask, Unity, Scikit-learn, Hugging Face, NetworkX, Chart.js
Databases: MySQL, MS SQL Server, MS Access
Cloud & Platforms: AWS (EC2, S3, Lambda basics), Azure, Figma
Other: REST APIs, Excel (Advanced), Pandas, NumPy, Matplotlib

📫 Let's Connect!

“Technology should serve people, not the other way around.”

Thanks for visiting my profile!

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  1. Diabetes_prediction Diabetes_prediction Public

    An AI-driven machine learning project that predicts diabetes using patient health metrics. This project leverages data preprocessing, class balancing (SMOTE), and various classification algorithms …

    Jupyter Notebook

  2. GraphSummariser-TransformerHybrid GraphSummariser-TransformerHybrid Public

    A hybrid extractive text summarisation system that combines graph-based algorithms (PageRank, HITS) with semantic sentence embeddings from Transformer models like Sentence-BERT. This Python-based t…

    Python

  3. Heart_Disease_Prediction Heart_Disease_Prediction Public

    An AI-based healthcare solution for predicting the likelihood of heart disease using patient data. This project applies various classification algorithms—including Random Forest, SVM, Logistic Regr…

    Jupyter Notebook

  4. Interpreter-100661485 Interpreter-100661485 Public

    Python based interpreter for the custom language

    Python

  5. SecureMessageApp SecureMessageApp Public

    Secure client-server email system

    Python

  6. AirplaneFleetDatabase AirplaneFleetDatabase Public

    Access database for airplane system