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Martin Valchev's Projects

active-learning icon active-learning

Dissertation submitted for the award of "BEng Software Engineering", University of Southampton. Project has been deemed publication-worthy by the secondary supervisor, with an average mark of 83%. Following the project, the author was awarded a First-Class Honours degree classification.

csgo-vision icon csgo-vision

Experimenting with computer vision techniques to generate annotated image datasets from gameplay recordings automatically. The collected data will then be used to train a deep neural network that can detect enemy player models in real time, during gameplay. Finally, a virtual input device will adjust the player's crosshair based on live detections for greater accuracy.

dashboard-fx icon dashboard-fx

Desktop dashboard application for visualisation of advertisement campaign metrics, built with JavaFX, in a team of 5. Also, my first Software Engineering group project.

discord-gh icon discord-gh

Google Home Integration for Discord. Primary feature planned is the ability to "ask google" to find out which users are currently active in voice channels. Yes, I'm too lazy to check my phone.

drawing-ocr-js icon drawing-ocr-js

Experimenting with Optical Character Recognition for handwritten text/drawing.

formal-methods icon formal-methods

Formal model and verification of a multi-cabin elevator system in Event-B/Rodin, with additional static verification in Ada/SPARK (not in repo), following a requirement specification.

home icon home

My personal website, where I (plan to) share all the cool stuff I'm working on.

project-gutenberg-nlp icon project-gutenberg-nlp

Exploring natural language processing for information extraction from books available in Project Gutenberg. Named entity recognition model based on the OntoNotes dataset, adapted for old English texts.

search-puzzle icon search-puzzle

Exploring different search algorithms and their performance in solving puzzles.

simorgh icon simorgh

The BBC's Open Source Single Page Application. Contributions welcome! Used on some of our biggest websites, e.g.

streamless icon streamless

Our own domain-specific, imperative programming language, implemented in purely functional Haskell. Lexer built with lex (Alex), parser with yacc (Happy), and token expressions - interpreted in Haskell.

sushi-backend icon sushi-backend

Desktop application for managing a restaurant ordering system.

web-sec icon web-sec

Fixing security vulnerabilities and protecting assets on a blog-like platform (PHP with F3 framework).

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