Javad Ibrahimli

Computer Vision and AI Researcher · Electronics and Communication Engineering

javadcv.jpeg

ibrahimli21 (at) itu.edu.tr

Google Scholar

GitHub

LinkedIn

Hey, my name is Javad Ibrahimli.

I’m an Electronics and Communication Engineering student at Istanbul Technical University, specializing in Computer Vision and Artificial Intelligence. I focus on end-to-end AI and Computer Vision project development, from version control to production deployment.

My expertise includes Vision Transformers (ViTs), Vision Language Models (VLMs), real-time vision systems, and signal processing. I build complete AI systems covering project architecture, model development, MLOps, and deployment optimization.

I integrate computer vision with sensor fusion using LiDAR, RADAR, cameras, and GPS for autonomous applications.

Feel free to connect for collaboration opportunities!

~ News
  • [Sep, 2025] ~ $ I launched my new website (current website)
  • [Feb, 2025] ~ $ Started research on Visual Language Models
  • [Jan, 2025] ~ $ Welcome to 2025! 🎉
  • [Sep, 2021] ~ $ Started my Bachelor’s degree in Electronics and Communication Engineering at Istanbul Technical University (ITÜ) 🎓

Machine Learning Demo - Hopfield Networks

The retrieve pattern is ... :drum:
(Steps: 0/3000)

The Nobel Prize in Physics 2024 is awarded to John Hopfield and Geoffrey Hinton! (see here) The Hopfield network is inspired by the Ising model. Hopfield network acts as a dynamic energy system where neurons interact to reach stable, low-energy states, similar to particles finding equilibrium in a physical system. The energy function is given by \[ E = -\frac{1}{2} \sum_{i \neq j} W_{ij} s_i s_j - \sum_{i} b_i s_i, \] where neuron interactions mimic energy exchanges, guiding the network to "remember" stored patterns (see a nice blog post).