Hi,
I’m an AI expert with professional experience in computer vision, with a proven track record of working on complex image processing and AI/ML model development. With skill sets:
• Algorithm Development: Strong understanding of computer vision algorithms and techniques, including convolutional neural networks (CNNs), object detection, image segmentation and feature extraction.
• Model Training & fine-tuning: Develop and train machine learning models tailored for image analysis and visual data interpretation. I have worked on some well-known models like YOLO, RCNN, U-Net, Deeplab, ViT etc.
• AI Integration: Implement and integrate AI models into existing software and hardware systems, ensuring high performance and scalability.
• Data Analysis: Analyze and process large datasets of images and video feeds to identify patterns, trends, and insights.
• Data Handling: Experience in handling and processing large datasets, including image and video data. Familiarity with data augmentation techniques and synthetic data generation.
• Performance Optimization: Optimize algorithms and models for real-time processing and ensure they can handle large-scale data efficiently.
• Programming Skills: Proficient in programming languages such as Python, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras.
• Tools & Libraries: Proficiency with OpenCV, scikit-image, and other relevant libraries. Experience with version control systems like Git.