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I'm not efficient, but I love efficiency.
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Assessing your cultural and operational fit
bitfloat
December 6, 2025 – December 7, 2025
IEEE 754 floating-point arithmetic with arbitrary precision
View Projectoven-tensor
September 27, 2025 – November 11, 2025
A PyTorch-style tensor library with GPU acceleration using kernels compiled by oven-compiler
View Projectoven-language
September 19, 2025 – November 4, 2025
A Python-to-MLIR compiler for GPU kernel development
View Projectminir
April 12, 2025 – Present
A minimal implementation of an intermediate representation
View Projectsegmentation
February 12, 2022 – July 2, 2025
PyTorch implementation of semantic segmentation models on Comma10k and Cityscapes
View Projectclassification
February 9, 2022 – October 9, 2025
PyTorch implementation of classification on CIFAR dataset
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on deep technical, research-oriented areas like compilers, GPU programming, and numerical libraries. This indicates a strong fit for roles requiring significant independent problem-solving and a passion for foundational engineering challenges. However, the lack of team-based projects or diverse application domains might suggest a narrower focus, which could impact broader team collaboration or adaptability to varied project types.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's profile primarily showcases technical project work.