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Sthiti Deka Email & Phone Number

AI and ML Performance Engineering at AMD
Location: Santa Clara, California, United States 7 work roles 2 schools
1 work email found @intel.com LinkedIn matched
4 data sources Profile completeness 100%

Contact Signals · 1 work email

Work email s****@intel.com
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Current company
AMD
Role
AI and ML Performance Engineering
Location
Santa Clara, California, United States
Company size

Who is Sthiti Deka? Overview

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Quick answer

Sthiti Deka is listed as AI and ML Performance Engineering at AMD, a company with 44382 employees, based in Santa Clara, California, United States. AeroLeads shows a work email signal at intel.com and a matched LinkedIn profile for Sthiti Deka.

Sthiti Deka previously worked as AI/ML Performance Engineering at Amd and Machine Learning Researcher at Healthcare Startup. Sthiti Deka holds Master'S Degree, Electrical & Computer Engineering from Texas A&M University.

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Email format at AMD

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{first}.{last}@intel.com
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AeroLeads found 1 current-domain work email signal for Sthiti Deka. Compare company email patterns before reaching out.

Profile bio

About Sthiti Deka

- Software professional with 15 years of industry experience in systems software development for NPU, GPU & custom ML accelerators- Experience building AI agents using a combination of RAG, fine tuning and prompt engineering with LLMs- Experience in NPU, GPU Compiler & Runtime design & development- Experience in modeling, characterizing workloads, benchmarking and projecting performance on custom ML accelerator- Experience in architecting, developing and productizing solutions for analysis & tuning of ML workloads- Experience profiling, debugging and optimizing applications in Python, C, C++, CUDA, OpenCL, OpenGL, Metal

Listed skills include Opencl, Llvm, Machine Learning, Image Processing, and 17 others.

Current workplace

Sthiti Deka's current company

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AMD
Amd
AI and ML Performance Engineering
Santa Clara, CA, US
Website
Employees
44382
AeroLeads page
7 roles · 22 years

Sthiti Deka work experience

A career timeline built from the work history available for this profile.

Ai And Ml Performance Engineering

Amd

Santa Clara, CA, US

Ai/Ml Performance Engineering

Current
Amd

Santa Clara, California, US

- Analyze AI workloads for efficient inference on NPU- Analyze accuracy impact of model quantization

May 2024 - Present

Machine Learning Researcher

Healthcare Startup

AI/ML Research - Augment health data sets using synthetic EHR data generation - Build agents for symptom checking, risk analysis, wellness recommendation using a combination of prompt engineering, RAG and fine tuning LLMs. Frameworks: Langchain, LlamaIndexLLMs: gpt-3.5-turbo, text-bisonRetrievers: FAISS, GPTIndex, BM25

2023 - 2024 ~1 yr

Principal Engineer

Palo Alto, CA, US

Performance Modeling, Benchmarking, Characterization of ML Workloads:- Developed and tuned computational models to generate performance projections of inference & training graphs for target architectures - Developed benchmark suite for architecture evaluation, analysis and scaling- Characterized workloads as compute, capacity, bandwidth or network bound.

Jul 2018 - Oct 2022

Compiler | Driver | Performance Engineer

Santa Clara, California, US

Visual Processor Graphics: - Implemented features and optimizations in the compiler for Metal on OSX - Implemented OpenCL API in the driver for GPGPU on Windows and Mac OS - Implemented OpenCL-C kernel language features and optimizations in an LLVM based compiler - Debugged applications in user-mode and kernel-mode layers in simulated and real hardware.

2010 - 2018 ~8 yrs

Co-Op Engineer

Amd

Santa Clara, California, US

Multimedia Engineering, Graphics Processor Engineering Group- Profiled DivX encoder, decoder, MPEG-2, Blu ray encoder plug-ins in Sony Vegas Platinum Movie Studio, Adobe Encore CS4 to identify performance bottlenecks- Benchmarked media applications implementing compression standards (h.264, blu-ray, mpeg-2), media containers(Matroska, VLC), media.

Jan 2009 - Dec 2009

Software Engineer

Amsterdam, Noord-Holland, NL

- Implemented data access interfaces for storage and retrieval of medical images to and from media, network nodes and server systems- Explored the challenges and opportunities of a Content Based Image Retrieval system for medical images

2004 - 2007 ~3 yrs
Team & coworkers

Colleagues at AMD

Other employees you can reach at amd.com. View company contacts for 44382 employees →

2 education records

Sthiti Deka education

Master'S Degree, Electrical & Computer Engineering

Texas A&M University

Bachelor'S Degree, Electrical And Electronics Engineering

National Institute Of Technology, Tiruchirappalli
FAQ

Frequently asked questions about Sthiti Deka

Quick answers generated from the profile data available on this page.

What company does Sthiti Deka work for?

Sthiti Deka works for AMD.

What is Sthiti Deka's role at AMD?

Sthiti Deka is listed as AI and ML Performance Engineering at AMD.

What is Sthiti Deka's email address?

AeroLeads has found 1 work email signal at @intel.com for Sthiti Deka at AMD.

Where is Sthiti Deka based?

Sthiti Deka is based in Santa Clara, California, United States while working with AMD.

What companies has Sthiti Deka worked for?

Sthiti Deka has worked for Amd, Healthcare Startup, Sambanova Systems, Intel Corporation, and Philips Medical Systems.

Who are Sthiti Deka's colleagues at AMD?

Sthiti Deka's colleagues at AMD include Jaedin Switzer, Richard Bishop, Bhavin Gandhi, Sandeep Arun, and Gabriel Nogueira Da Silva.

How can I contact Sthiti Deka?

You can use AeroLeads to view verified contact signals for Sthiti Deka at AMD, including work email, phone, and LinkedIn data when available.

What schools did Sthiti Deka attend?

Sthiti Deka holds Master'S Degree, Electrical & Computer Engineering from Texas A&M University.

What skills is Sthiti Deka known for?

Sthiti Deka is listed with skills including Opencl, Llvm, Machine Learning, Image Processing, Algorithms, C++, C, and Compiler Optimization.

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