Siva Reddy

20+ years of industry experience in Product development, Platform Technologies, Operating Systems and Deep Learning Technologies (Frameworks, Models, Runtime and Compilers). * Working experience on Deep learning Learning Model Compilers all the way from frontends to runtimes. * Specialized in compiler passes to drive performance of Adreno GPU accelerator. * Member and Apache Committer in Deep Learning Community (https://tvm.ai). * In depth knowledge of computer vision and large language models architectures. * Reasonable exposure towards alternative compiler technologies using MLIR, Triton IR. * Hands on with frontend frameworks PyTorch, Tensorflow and Onnx. * Lead inventor of 6 patents (4 granted and 2 pending) across cloud computing, artificial intelligence and cloud security. * Significant experience in architecture, designing & developing software for embedded products, boot loader, kernel, device drivers to application development/integration and product release cycles. * Good experience in android framework and HAL. Specialized in Android Audio, Video & Bluetooth Stacks on platforms like Snapdragon (MSM8939/16, MSM8953/40) and Huawei HiSilicon. * Good experience in M2M (Machine 2 Machine) module application stack development with exposure on IOT technologies. Experienced with Huawei Balong chipsets and HiSilicon. * Good working experience in OpenTV middle ware for Set-Top-Box platforms like BCM7356, BCM7231, BCM7425.