Welcome to my GitHub profile! 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 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.
I like to share my learning and finding with like-minded people. On my YouTube channel, I have
- Shared tutorials on AI research and deep learning models.
- Built computer vision applications and engaged an AI-focused audience.
I love connecting with like-minded professionals and enthusiasts.
I’m always open to new opportunities, collaborations, or just a good conversation about the future of AI. Feel free to reach out on LinkedIn or check out my latest insights on YouTube.
“The best way to predict the future is to create it.”