Home - AI Exploration with Mahmut Osmanovic

The Problem of the Jealous Husbands

ASP

Project

Solving the Jealous Husband Problem with Answer Set Programming (ASP)

Mahmut Osmanovic

Solving the N-Queens Problem with Evolutionary Algorithms

AI

Project

Evolutionary Computation

Exploring how genetic algorithms can tackle combinatorial challenges.

Mahmut Osmanovic

Predicting Protein Structure

AI

Project

Deep Learning

Biology

Understanding proteins, predicting their structures with AlphaFold2 and visualizing them in ChimeraX.

Mahmut Osmanovic

Long Short-term Memory

AI

Deep Learning

Study

Understanding LSTMs: An Intution based Guide

Mahmut Osmanovic

Similarity Search with Language Embeddings

AI

Deep Learning

NLP

Project

Study

Implementing DistilBERT embeddings, Faiss, and Pinecone for effective semantic search and retrieval

Mahmut Osmanovic

Transformers

AI

Deep Learning

NLP

Study

Understanding Transformers: The Magic Behind Modern AI

Mahmut Osmanovic

Kullback–Leibler divergence

AI

Data Science

Statistics

Deep Learning

Study

Understanding KL-divergence and its Application

Mahmut Osmanovic

Backpropagation

AI

Machine Learning

Deep Learning

Study

Understanding the Backpropagation Algorithm and Implementation in PyTorch

Mahmut Osmanovic

Internship at Qulturum

Data Science

Health care

Biology

Project

Key Projects, Skills Gained and Lessons Learned during Data Science Internship

Mahmut Osmanovic

Linear Regression

AI

Machine Learning

Study

Linear Regression - Derivation & Implementation

Mahmut Osmanovic

The Perceptron Learning Algorithm

AI

Deep Learning

Study

Rosenblatt Perceptron

Mahmut Osmanovic