I am a skilled software developer with 6 years of experience in deep learning, image processing, and computer vision. I specialize in developing and implementing algorithms for image analysis and deploying these models on embedded devices. I am proficient in C++ and Python, using these skills to create efficient and scalable solutions.
Core Competencies:
Deep Learning and Computer Vision:
• Expert in designing and training deep learning models using TensorFlow, PyTorch, and Keras.
• Extensive experience in developing and optimizing convolutional neural networks (CNNs) for tasks like object detection, segmentation, and classification.
Image Processing and OCR:
• Proficient in image processing techniques using OpenCV, Leptonica, and other libraries.
• Developed numerous OCR applications using Tesseract, tailored for various languages and text formats, achieving high accuracy in text extraction from images and scanned documents.
Embedded Systems and Edge Computing:
• Skilled in deploying deep learning models on embedded devices such as NVIDIA Jetson, Raspberry Pi, and other ARM-based platforms.
• Experienced in optimizing models for performance and resource constraints, ensuring efficient real-time processing on edge devices.
Programming Languages:
• Advanced proficiency in C++ and Python for developing high-performance image processing and machine learning applications.
• Extensive use of C++ for real-time image processing tasks and Python for machine learning model development and data analysis.