Skip to content
View jcdavis131's full-sized avatar
3 followers · 1 following
  • Austin

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLO

Achievements

Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLO

Block or report jcdavis131

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
jcdavis131/README.md

JC Davis

Independent advisor and builder working where machine learning meets real products. I run Alamo St Advisors, advising teams on AI strategy, model evaluation, data pipelines, and embedding systems. Based in Austin, Texas.

Independent work — no connection to my employer.

Now

  • Alamo St Advisors — advisory for teams building with AI: needs assessments, benchmarking the workflows that matter, and custom solutions.
  • Embedding Atlas — a living map of the world's occupations and markets, with live weather and sports layers (source).
  • Dottie — multipurpose agent harness for long-horizon builds, research, and ops, with closed-loop evaluation.

Selected work

  • vector-hoops — NBA player-season embedding maps over 12,966 player-seasons. The MTNN v5 64-d champion serves the live games at hoops.dumbmodel.com.
  • vector-unified — unified player embeddings across leagues on a single L2 sphere, powering the vector game suite.
  • scout-cli — plugin-based CLI: the single tool surface any agent harness can call.
  • zg — local-first hybrid search (ripgrep + BM25 + vector), published as @zvec/zvec-grep on npm.

Stack

Python, PyTorch, TypeScript, Next.js, FastAPI, Cloudflare, Vercel, ONNX.

Elsewhere

Popular repositories Loading

  1. dottie dottie Public

    Closed-loop LLM factory in one monorepo: data pipeline, trainer, eval-gated checkpoint promotion, serving, and an agent whose single tool is a self-extending CLI.

    Python 2

  2. vector-hoops vector-hoops Public

    Daily NBA chimera puzzle over an era-honest player embedding: 12,966 player-seasons, 48-dim multi-tower net, leak-free eval gate, static site with client-side inference.

    JavaScript 1

  3. agent-lasso agent-lasso Public archive

    Local-first FastAPI app for configuring LLM agents and scoring them on exam-style benchmarks. Experimental, not maintained.

    Python

  4. arxiv_exam_app arxiv_exam_app Public archive

    FastAPI service that turns an arXiv paper into a multiple-choice exam. Experimental, not actively maintained.

    Python

  5. bluehen bluehen Public archive

    Closed-loop ML monorepo: a fleet of consumer sites feeds consented data exhaust into an evaluation-gated embedding training pipeline that deploys back to the same sites.

    Python

  6. jcamd jcamd Public

    Personal consulting site for jcamd.com. Static HTML, deployed on Vercel.

    HTML