Pallavi G

CTO

Bengaluru, Karnataka, India21 yrs 8 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • 20 years of AI model optimization experience
  • Led performance improvements for Intel processors
  • Expert in multimedia codec development
Stackforce AI infers this person is a highly skilled AI and multimedia optimization engineer.

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Skills

Core Skills

Performance OptimizationArtificial Intelligence (ai)Android DevelopmentMedia Player DevelopmentMedia Solutions Development

Other Skills

LinuxSoftware DevelopmentPerformance TuningTensorFlowAndroidC#Assembly LanguageC++Open-Source SoftwarePython (Programming Language)

About

20 years of experience in performance optimization of AI models on TensorFlow, different algorithms, SVT Video codecs on Xeon Platform. Productization of the Display driver for Android/Linux on multiple Intel Tablet platforms. Optimization of the multiple audio/video/speech codecs and development of the multimedia player/recorder solutions on TI and CEVA platforms.

Experience

21 yrs 8 mos
Total Experience
4 yrs 4 mos
Average Tenure
15 yrs 3 mos
Current Experience

Intel corporation

Technical Lead

Feb 2011Present · 15 yrs 3 mos · India

  • Software Engineer & Technical Lead, Data Centre Group (July 2018 – Present)
  • Developed and Upstreamed the Intel® Memory Usage Analyzer tool to interface different memory-reclaimers to analyze the workload sensitivity with memory-tiering solutions (https://github.com/intel/memory-usageanalyzer). Leveraged Intel’s Next Gen server accelerator to improve page fault latency of Linux Operating System. Delivered 2x INT8 inference performance vs. FP32 – demonstrating Intel 3rd Generation Xeon Scalable Processors® built-in AI acceleration using DL Boost® key cloud customers such as AWS, Alibaba, Bytedance, etc. on Tensorflow BERT Base and Large XNLI and SQUAD 1.1 models. Lead the team in delivering this kind of first ever Intel optimization on the fp32 graph level performance for TensorFlow Wide-and-Deep Recommender System on Intel 3rd Generation Xeon Scalable Processors® using DL Boost towards an expected $500M market opportunity. Instrumental in achieving 4x FP32 & 2x INT8 performance improvement by optimizing the model. Optimization of the SVT Video codec on the Xeon platform
  • Software Engineer, Open-Source Technology Group (Nov 2016 - June 2018)
  • Lead the Graphics System Integration team of size 7 for productization of the graphics & display stack and open Sourcing of the Android Graphics stack on Intel Client Platform
  • Graphics Software Engineer, Visual and Parallel Computing Group (July 2013 - Oct 2016)
  • Designed and implemented robust kernel mode and the user mode components of Android Display Driver for multiple SKUs of Bay trail - BYTT/M/D/CR, Cherrytrail & Broxton platforms and successfully productized these products to customers like ASUS, ACER, CZC, THD, Lenovo.. and worked with Open-source community to upstream those patches.
  • Software Engineer, Client Computing Group (Feb 2011 - June 2013)
  • Developed Intel Wireless Display Solution WiDi on Android Medfield Tablet platform.
LinuxSoftware DevelopmentPerformance TuningArtificial Intelligence (AI)TensorFlowPerformance Optimization

Mindtree ltd

Senior Technical Specialist

May 2010Jan 2011 · 8 mos · India

  • The 3G smart phone development using android Eclair 2.1 and TI OMAP3430 processor.Involved in the multimedia codec’s integration and support.
Software DevelopmentAndroidAndroid Development

Ittiam systems

Senior Engineer

Feb 2008Apr 2010 · 2 yrs 2 mos · India

  • Developed Gstreamer based media player for TI. Optimization of AC3, WMA, and AMR Codec’s on ARM9E & Cortex-A8 Processors. Openmax integration layer multimedia framework compliance and Integration
Software DevelopmentC#Media Player Development

Sarayu softech

Senior Member Technical staff

Mar 2005Feb 2008 · 2 yrs 11 mos · India

  • Developed of Mobile Media Player & Recorder Solution for CEVA. Optimization of QCELP, EVRC & H264 Codec’s on CEVA-X1620
C#Assembly LanguageMedia Solutions Development

Embeyond technologies pvt ltd

Systems Engineer

Jun 2004Feb 2005 · 8 mos · India

  • Developed Wireless Health & Temperature Monitoring System using PIC16F87X microcontroller

Education

University of Madras

Bachelor of Engineering - BE

Jul 2000May 2003

Rajagopal polytechnic

Aug 1997May 2000

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