Sai Kishan Pampana

DevOps Engineer

San Diego, California, United States8 yrs experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in optimizing NLP models for Intel hardware.
Strong collaboration with CPU architects for innovative solutions.
Proficient in advanced optimization techniques and computer architecture.

Stackforce AI infers this person is a Cloud Software Engineer specializing in AI model optimization and hardware-software integration.

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Skills

Core Skills

OptimizationComputer Architecture

Other Skills

AMXAdvanced Vector Extensions (AVX)BERT (Language Model)CC++CUDACompilersComputational ComplexityComputer HardwareComputer SecurityGitHTMLLaTeXLarge Language Models (LLM)Linux

About

I'm currently working as a Cloud Software Development Engineer at Intel Corporation and my interests mainly lies in the field of Computer Systems. Based on the growth of AI models recently, we are seeing a steep increase in the size of models and in order for the Hardware to keep up with the increased demand, we need to come up with innovative solutions. I believe that these solutions, which should be both fast and efficient, can be delivered only when the optimizations take into account both the Software and Hardware.

Experience

Intel corporation

Cloud Software Development Engineer

Aug 2019 – Present · 6 yrs 7 mos · Folsom, California, United States · On-site

I work on optimizing NLP (Transformer based) models deployed in production on Intel HW. I also work on identifying bottlenecks of different Transformer models and collaborate with CPU Architects to propose solutions for future Intel Hardware. I have also worked with Intel's vector instructions and created new kernels in MLAS and OneDNN to show performance benefits on Onnxruntime.

Optimizationx86 AssemblyComputer Architecture

Aruba, a hewlett packard enterprise company

Summer Intern

Jun 2018 – Sep 2018 · 3 mos · Santa Clara, California

Working with the Campus Switching Team to build a switch with different hardware and software design compared to the previous switches. Major responsibilities include working on the Fan daemon to implement the discusses system airflow design and establish a communication power daemon and the fan daemon to maintain consistency in the design.

University of california san diego

Teaching Assistant

Jan 2018 – Jun 2018 · 5 mos · San Diego, California

Teaching Assistant for the course Theory of Computation (CSE 105) at UC San Diego. Major responsibilities include helping the professor to grade the homework and the exams, conducting office hours and discussion sessions to help students gain a better understanding of the course topics.

Ibm

Internship

May 2016 – Jul 2016 · 2 mos · Bengaluru Area, India

Worked in the field of data analytics. Implemented a clustering algorithm for customer analysis using their transaction information. Analysed Contrast Sequential Pattern finding algorithm so that we can perform behavioural pattern finding in a more efficient manner. Also studied random sampling so that we can improve the pattern finding by considering only a small section of people.

Counselling service, iit kanpur

Regional Academic Mentor

Jul 2014 – Apr 2015 · 9 mos · Kanpur Area, India

Major responsibilities included reaching out to and helping students from various regions of India who faced difficulty with the English Language and had difficulty following the classes.