brunojerkovic
BSc in Computer Science | MSc in Computer Science | MSc in Artificial Intelligence
Nijmegen, Netherlands
Pinned Repositories
3rd-Grade-High-School-Project
A simple Windows Forms Application simulating the digital video library written in C# language and Visual Studio IDE.
4th-Grade-High-School-Project
A simple website simulating a cinema online site written in HTML/CSS.
Deep-Pocket-for-Portfolio-Management
Implementation of the research paper for portfolio optimization (using graph neural networks and deep reinforcement learning) in Pytorch.
Double-Dueling-DQN
The implementation of DQN, Dueling DQN, Double DQN, and Double Dueling DQN. Created to work with Open AI's gym environmnets.
GenAIApplications
Mini LLM apps! Using concepts such as: langchain, LLM APIs (openai, gemini, palm), streamlit, huggingface, etc. Including prompting techniques such as chain-of-thought, ReAct, tree-of-thought, etc. Additionally, some LLMs are integrated with graph databases, Python functions and fine-tuning them.
GeneticAlgorithm
Genetic algorithm with local search
MasterThesis-1
In my Computer Science Master's Thesis, I experimented with advanced deep learning models and introduced a new model, cNSVM, to refine the estimation of connectivity in financial time series data, facilitating enhanced market understanding for improved data-driven decision making in finance.
medical-image-segmentation
Uses Faster RCNN and RetinaNet from Detectron for medical image segmentation.
Meta-Heuristic-Optimization-Algorithms
Naturally-inspired optimization algorithms implemented in Python.
Search-Engine-FieldedMLM-Model
An implementation of the information retrieval model (Fielded MLM) for the CORD-19 dataset.
brunojerkovic's Repositories
brunojerkovic/Deep-Pocket-for-Portfolio-Management
Implementation of the research paper for portfolio optimization (using graph neural networks and deep reinforcement learning) in Pytorch.
brunojerkovic/GenAIApplications
Mini LLM apps! Using concepts such as: langchain, LLM APIs (openai, gemini, palm), streamlit, huggingface, etc. Including prompting techniques such as chain-of-thought, ReAct, tree-of-thought, etc. Additionally, some LLMs are integrated with graph databases, Python functions and fine-tuning them.
brunojerkovic/GeneticAlgorithm
Genetic algorithm with local search
brunojerkovic/MasterThesis-1
In my Computer Science Master's Thesis, I experimented with advanced deep learning models and introduced a new model, cNSVM, to refine the estimation of connectivity in financial time series data, facilitating enhanced market understanding for improved data-driven decision making in finance.
brunojerkovic/Meta-Heuristic-Optimization-Algorithms
Naturally-inspired optimization algorithms implemented in Python.
brunojerkovic/3rd-Grade-High-School-Project
A simple Windows Forms Application simulating the digital video library written in C# language and Visual Studio IDE.
brunojerkovic/4th-Grade-High-School-Project
A simple website simulating a cinema online site written in HTML/CSS.
brunojerkovic/Double-Dueling-DQN
The implementation of DQN, Dueling DQN, Double DQN, and Double Dueling DQN. Created to work with Open AI's gym environmnets.
brunojerkovic/medical-image-segmentation
Uses Faster RCNN and RetinaNet from Detectron for medical image segmentation.
brunojerkovic/Search-Engine-FieldedMLM-Model
An implementation of the information retrieval model (Fielded MLM) for the CORD-19 dataset.
brunojerkovic/Calendar
An iOS app to help students and professors manage subjects written in Swift language and XCode IDE.
brunojerkovic/Data-Structures-and-Sorting-Algorithms
Data structure and sorting algorithm files written in C using Visual Studio IDE.
brunojerkovic/Decision-Tree-With-ID3
Decision Tree model implemented from scratch.
brunojerkovic/Design-Patterns
Basic implementation of 23 design patterns. (Useful for lookup for future reference)
brunojerkovic/Emotionless-Snake
A simple game made for browsers written in Javascript using Visual Studio Code IDE.
brunojerkovic/Hairdresser-Salon-Fullstack-Website
A fullstack website for hairdressers with multiple users (admin, client, guest). Frotend in React.js, and backend in Java Spring
brunojerkovic/Hololens-Game-Bomber
A simple game made for Microsoft Hololens Mixed Reality headset written in C# and Unity (with Visual Studio) IDE.
brunojerkovic/Pinball-Game
Simple Pinball game made in Unity.
brunojerkovic/Quiz-App
An iOS application for quizzes written in Swift language and XCode IDE.
brunojerkovic/Simple-Genetic-Algorithm-TSP
This is a simple algorithm for the Travelling Salesman Problem. It was a part of the first assignment from the course Natural Computing.
brunojerkovic/Text-Editor
Text editor application built FROM SCRATCH using a variety of design patterns.
brunojerkovic/Twitter-Sentiment-Analysis-With-Deep-Learning
The code for the project of TxMM course
brunojerkovic/Whatsapp-Twilio-Simple-Interface
A simple GUI for WhatsApp sending messages through Twilio API. (Could come in handy as a widget later.)