Gem Dot
Principal AI HW Systems Performance & C Modeling Engineer at Arm
Stony Stratford, England, United Kingdom
Summary
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Rockstar🎓
Top SchoolGem Dot is a Principal AI hardware systems and C++ performance modeling engineer with a PhD in Computer Architecture and 11 years of experience designing and modeling CPU, GPU, NoC and NPU architectures across Arm, Apple and Neubla. She specializes in cycle-accurate C++ models, performance verification and low-level optimizations for neural network accelerators, bringing hands-on RTL (SystemVerilog) experience to bridge HW/SW co-design. Gem has driven high-performance and low-power architecture work across commercial and research contexts, contributed publications on compilers and accelerators, and built automation tooling for large-scale performance analysis. Based in the UK, she combines deep academic rigor with production-proven engineering, often surfacing subtle microarchitectural effects that materially improve real-world AI throughput and efficiency.
11 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Computer Engineering, Bachelor's degree, Computer Engineering at Universitat Autònoma de BarcelonaUPC Universitat Politècnica de Catalunya
Catalan, Spanish, English
Github Skills (13)
data-analysis10
quantitative-trading10
pandas10
big-data10
data-science10
quantitative-finance10
dataframe10
database10
simulator2
simulation2
architecture1
qemu1
computer-architecture1
Programming languages (3)
Github contributions (4)
GemDot/arcticdb-feedstock
Sep 2023 - Oct 2023
A conda-smithy repository for arcticdb.
Contributions:2 PRs, 2 pushes, 7 branches in 7 days
man-group/ArcticDB
Apr 2023 - Oct 2023
ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.
Contributions:339 reviews, 51 PRs, 339 pushes in 6 months
big-datadatadata-analysisdata-sciencedatabase
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