Mathematics Specialist

I'm a passionate AI and ML enthusiast with a PhD in Mathematics and background in:

• Computer Vision
• Transformer Models
• Machine Learning
• Deep Learning

My core expertise lies in Computer Vision and Large Language Models (LLMs). Here are some highlights from my recent projects:-

• Real-Time Small-Object Detection: Designed and implemented a cutting-edge small object detection system using RT-DETR on the VisDrone dataset, achieving mAP@50 score of 0.48, with outstanding real-world performance.
• Fine-Tuning Llama for Amazon Product Descriptions: Enhanced the Llama-3.2-11B-Vision model to generate compelling and SEO-optimized Amazon product descriptions.
• Fine-Tuning LLaMA for Python Code Generation: Improve LLAMA-3.2-1B-Instruct model to generate and comprehend Python code effectively.
• End-to-End Emotion Recognition System: Built and deployed a scalable real-time emotion recognition system, leveraging VGG16 for feature extraction and AWS for efficient deployment.