Siva Rama Krishna Reddy

Software Engineer

Bengaluru, Karnataka, India21 yrs 2 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • 20+ years in product development and deep learning technologies.
  • Lead inventor of 6 patents in AI and cloud security.
  • Apache Committer for TVM deep learning compiler.
Stackforce AI infers this person is a Deep Learning and Compiler Technology Expert with extensive experience in Open Source Software.

Contact

Skills

Core Skills

CompilersLarge Language Models (llm)

Other Skills

Computer VisionMachine LearningDeep LearningNatural Language Processing (NLP)Cloud ComputingShell ScriptingTCP/IPSoftware DesignSoftware DevelopmentInternet Protocol Suite (TCP/IP)StatisticsCEmbedded SystemsRTOSLinux

About

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.

Experience

21 yrs 2 mos
Total Experience
4 yrs 8 mos
Average Tenure
7 yrs
Current Experience

Qualcomm

Engineer, Senior Staff

Mar 2020Present · 6 yrs 1 mo · Bengaluru, Karnataka

Large Language Models (LLM)Compilers

Huawei technologies india

4 roles

Lead Architect, Open Source & Deep Learning

Dec 2019Mar 2020 · 3 mos

Compilers

Senior System Architect, Open Source, Machine Learning and Deep Learning

Jan 2017Dec 2019 · 2 yrs 11 mos

  • Experienced in building compilers for deep learning accelerators.
  • Good understanding and working experience of Deep Learning models (CNN) deployment and run time. Experienced with Tensorflow, ONNX, MXNet and Keras frameworks.
  • Experience with data analytics and model building (supervised and unsupervised). Experienced in building NLP models and recommendation systems.
Compilers

Android (Bring up, Audio & Open Source) System Architect

Sep 2015Dec 2017 · 2 yrs 3 mos

  • Android System Architect (System, Multimedia & Bluetooth Frameworks)

M2M System Architect

Jun 2014Aug 2015 · 1 yr 2 mos

  • System Architect for M2M (Machine To Machine) Solutions

The apache software foundation

Committer

Apr 2019Present · 7 yrs

  • Apache Committer for project TVM (Tensor Virtual Machine) a deep learning compiler (https://github.com/apache/tvm).
  • Github: https://github.com/srkreddy1238
  • Contributor and maintainer of TensorFlow frontend in TVM.
  • Contributed and maintainer of golang runtime bindings for TVM.
  • Contributed various operators across TOPI, Relay and front ends.
Large Language Models (LLM)Compilers

Nagra

Software Expert

Sep 2012May 2014 · 1 yr 8 mos · Bangalore

Novatium

4 roles

Solution Architect

Mar 2011Aug 2012 · 1 yr 5 mos

Lead Engineer - Product development

Sep 2008Mar 2011 · 2 yrs 6 mos

Senior Software Engineer

Jun 2006Aug 2008 · 2 yrs 2 mos

Software Engineer - Embedded systems

May 2005May 2006 · 1 yr

Depik systems

Embedded Linux Trainee

Aug 2004Apr 2005 · 8 mos · Hyderabad Area, India

Education

Illinois Institute of Technology

PGP - Artificial Intelligence & Machine Learning — Information Technology

Jan 2018Jan 2019

Jawaharlal Nehru Technological University

B Tech — Computet Science & Information Technology

Jan 2000Jan 2004

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