tisljaricleo
I am currently working as an AI Engineer on various projects. My main goal is to get the AI models into production systems.
Faculty of Transport and Traffic Sciences, University of ZagrebZagreb, Croatia
Pinned Repositories
arduino-air-quality-project
A project that includes Arduino code for getting the air quality sensors readings and sends it to Raspberry-based server.
fuzzy-highway-bottleneck-python
Python-based code for estimation of highway bottleneck probability using speed transition matrices.
GPS-visualization-Django-React
Web application for GPS visualization. The backend is programmed in Django and the frontend in React.
GPS-visualization-Python
Simple method for the visualization of the GPS records using Python and Open Street Maps.
llm-finetuning
LLM fine-tuning examples and scripts
PyQgisScripts
Useful PyQgis scripts.
stm-feature-extraction
Extracting features from novel traffic data modeling technique called Speed Transition Matrix (STM). After the feature extraction, results are evaluated on different machine learning algorithms using labeled STMs.
stm-tensor-convolution
[work-in-progress] Convolutional neural network for anomaly detection on large road networks
transport-mode-classification
Machine learning algorithms for classification of the transport modes using data extracted from origin-destination matrices.
VRPwebapp
Web app for solving simple VRP problems. Django is used as a web framework, and Google's OR-Tools as a solver.
tisljaricleo's Repositories
tisljaricleo/GPS-visualization-Python
Simple method for the visualization of the GPS records using Python and Open Street Maps.
tisljaricleo/VRPwebapp
Web app for solving simple VRP problems. Django is used as a web framework, and Google's OR-Tools as a solver.
tisljaricleo/fuzzy-highway-bottleneck-python
Python-based code for estimation of highway bottleneck probability using speed transition matrices.
tisljaricleo/transport-mode-classification
Machine learning algorithms for classification of the transport modes using data extracted from origin-destination matrices.
tisljaricleo/llm-finetuning
LLM fine-tuning examples and scripts
tisljaricleo/stm-feature-extraction
Extracting features from novel traffic data modeling technique called Speed Transition Matrix (STM). After the feature extraction, results are evaluated on different machine learning algorithms using labeled STMs.
tisljaricleo/stm-tensor-convolution
[work-in-progress] Convolutional neural network for anomaly detection on large road networks
tisljaricleo/arduino-air-quality-project
A project that includes Arduino code for getting the air quality sensors readings and sends it to Raspberry-based server.
tisljaricleo/arduino_codes
Repository contains all kinds of the Arduino .ino files
tisljaricleo/cnn-traffic-state
tisljaricleo/GPS-visualization-Django-React
Web application for GPS visualization. The backend is programmed in Django and the frontend in React.
tisljaricleo/llm-from-basics-to-pro
Repository contains projects and parts of code related to learning and implementing LLMs.
tisljaricleo/machine-learning-osnove
Repozitorij sadrži .ipynb datoteke s osnovama machine learning algoritama s primjerima.
tisljaricleo/PyQgisScripts
Useful PyQgis scripts.
tisljaricleo/stm-interval-test
In this project, we want to find a minimum time interval for collecting data to be able to construct speed transition matrix.
tisljaricleo/tisljaricleo
My readme file.
tisljaricleo/arduino-workshop
Materials for the Arduino/Croduino workshops.
tisljaricleo/flask-todo-app
Simple Flask ToDo app.
tisljaricleo/impact-factor-computation
Computation of impact factor for Web of Science category Engeenering.
tisljaricleo/intis-task
Variant of the solution for the AI Engineer interview.
tisljaricleo/Llama-2
All the projects related to Llama
tisljaricleo/my_cheatsheets
In this repo, I collect all my homemade cheatsheats.
tisljaricleo/todominal-test
A todo for the terminal