u/Smooth-Use-2596

▲ 2 r/mlops+3 crossposts

offering services to reduce infrastructure costs of classifiers

Hi all, I wanted to drop my website in this subreddit as a way to publicize my work and services.

I'm offering consulting services to offer a post-training step that optimizes models for deployment by avoiding expensive inference, feature lookup, executing kernels, etc. when not necessary.

The underlying tech is essentially advanced analytics that cross-correlates high dimensional data with predictions, and finds regions of the data space that don't require compute-heavy resources.

I can help with systems where the objective is to reduce cost, increase throughput, reduce latency, and reduce energy usage.

If you're interested in a pilot or have questions, please do reach out here or book a meeting through the website. I love working on technical problems so I'm very committed to solving yours.

https://compressmodels.github.io

reddit.com
u/Smooth-Use-2596 — 4 days ago