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Skills : C++, C, python, pytorch, data science, machine learning, computer vision, machine learning, image processing, signal processing, openGL. Technical Proficiency My journey into the realm of computer vision, AI and ML has been characterized by a fervent dedication to solving complex problems through innovative...Skills : C++, C, python, pytorch, data science, machine learning, computer vision, machine learning, image processing, signal processing, openGL. Technical Proficiency My journey into the realm of computer vision, AI and ML has been characterized by a fervent dedication to solving complex problems through innovative algorithms and models. With a robust foundation in designing, implementing, and optimizing computer vision algorithms and ML models, I have demonstrated proficiency in various domains. Complementing my expertise in AI and ML is a robust technical acumen, underpinned by proficiency in programming languages such as C, C++, and Python. This proficiency has been instrumental in navigating complex software systems and spearheading the implementation of cutting-edge solutions. A testament to my technical prowess lies in my adept utilization of PyTorch and cuDNN for the implementation and acceleration of deep learning models. Patents and Innovations A hallmark of my career journey is the pursuit of innovation, underscored by a notable portfolio of patents and groundbreaking contributions to the field of AI and ML. With a granted patent for "Machine learning-based rate distortion optimization for mode decision in HEVC" and two patents filed for AV1 filter implementations, my contributions stand as a testament to my innovative spirit and commitment to pushing the boundaries of technological advancement. Professional Experience and Contributions My professional trajectory spans esteemed organizations such as Qualcomm and Ittiam Systems, where I have played pivotal roles in driving innovation and delivering impactful solutions to key customers. At Qualcomm, I served as a Staff Engineer in the R&D team, leveraging my expertise to lead groundbreaking initiatives aimed at advancing video encoding and decoding technologies. Notable accomplishments include the development of deep learning models to replace computationally expensive algorithms, resulting in significant improvements in video quality and encoder efficiency. During my tenure at Ittiam Systems, I ascended from an Engineer to a Lead Engineer, leaving an indelible mark through my contributions to various projects encompassing computer vision algorithms, object tracking, and defect detection. My leadership in supervising, training, and mentoring junior team members fostered a culture of collaboration and excellence, driving the successful delivery of software solutions to key clients. less
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