Projects

Paris Olympics 2024 Medal standings

Data sources for medals (https://lnkd.in/gHCTqBCD) and country stats for 2023 (https://lnkd.in/ggpCHi_i).

REST API stress testing

FastAPI + Locust + Prometheus + Grafana = Killer combo

May 16, 2024
Nenad Bozinovic

Data extraction from PDFs

I learned more about regex that I probably wanted to know

May 15, 2024
Nenad Bozinovic

Hexagonal-puzzle

Backtracking algorithm at it’s best

Apr 19, 2024
Nenad Bozinovic

Custom Chatbot and DALL-E using OpenAI’s GPT-4

Streamlit hosted on EC2 with AWS Lambda backend.

Nov 24, 2023
Nenad Bozinovic

Comparing Transformers and CNNs on the SpaceNet8 Flood Detection Challenge

This project explores the SpaceNet8 Challenge, which aims to detect floods caused by hurricanes and heavy rains. We compared a variety of transformer and CNN segmentation…
Jun 18, 2023
Nenad Bozinovic, Adrian Stoll, Naijing Guo

Image Regression

Biwi Kinect Head Pose dataset

Mar 15, 2023
Nenad Bozinovic

Multi-label classification

From Practical Deep Learning for Coders book by Jeremy Howard and Sylvain Gugger. PASCAL 2007 dataset.

Mar 13, 2023
Nenad Bozinovic

Pet Breed Classification

Multi-class classification using FastAI

Mar 9, 2023
Nenad Bozinovic

Bear classifier

Using FastAI

Feb 17, 2023
Nenad Bozinovic

Transfer learning

Using pre-trained AlexNet

Jan 17, 2023
Nenad Bozinovic

Detecting solar panels from satellite images

Jan 17, 2023
Nenad Bozinovic

Rock paper scissors

Multiclass image classification

Nov 20, 2022
Nenad Bozinovic

Multiclass image classification

On a simple image dataset

Nov 10, 2022
Nenad Bozinovic

Torchvision, Conversions, Samplers

On conversions and transforms

Nov 3, 2022
Nenad Bozinovic

Binary image classification

On a simple image dataset

Oct 27, 2022
Nenad Bozinovic

Binary Classification

On Scikit-Learn’s make_moons

Oct 20, 2022
Nenad Bozinovic
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