About Me
Hi! I'm Akhrorjon Rakhmonov, and I'm an AI Engineer. 👨💻🤖👋
I focus on solving problems in Machine Learning 🤖, Computer Vision 👁️, and Natural Language Processing 🗣️.
I've spent 3 years developing different AI models to solve various real-world problems 🌍.
Skills
Python | Pytorch | Tensorflow | Docker | Scikit-Learn | Git | OpenCV
Featured Projects
Image Anomaly Detection
Developed an effective image anomaly detection method based on knowledge distillation, suitable for real-time defect detection in industrial manufacturing.
Video Anomaly Detection
Designed an efficient video anomaly detection method that is based on future frame prediction technique and detects abnormal activities in surveillance videos with high accuracy.
Car Brand Classification and GradCAM Visualization
We fine tuned a pretrained EfficientNet model for our custom dataset of car brands images and applied GradCAM algorithm to visualize intermediate layer outputs.
Object Detection With Faster-RCNN
Finetuned Faster-RCNN, pretrained on COCO dataset, on our dataset of road signs (i.e., speedlimit, stop, crosswalk etc.) and classified and drew bounding boxes during inference.