Aadesh Deshmukh
ML Systems | HPC | Software Development
- Role
- Sr Deep Learning Compiler Engineer at AMD
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Aadesh Deshmukh
Skilled in software development/research with extensive experience in ML Systems, HPC…
Experience
Sr Deep Learning Compiler Engineer
Sep 2024 — Present · San Jose, CA, US
HW/SW co-design for AMD’s XDNA architecture, building an innovative data-movement compiler that maximizes memory-hierarchy efficiency for high-throughput GEMM, convolution, and memory-bound multi-head attention workloads.• Developed a flexible attention compiler supporting arbitrary tensor shapes, masks, padding, and reordering; implemented layer fusion, software pipelining for VLIW-SIMD cores, and automated op-shape mapping to minimize memory roundtrips.• Collaborated across architecture, emulation, and quantization teams to validate silicon, implement aggressive inference flows, and deploy production-grade AI models.
Education
University of Utah
Master
Indian Institute of Information Technology, Tiruchirappalli
B.TECH.
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.