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klmn800/README.md

Ben Keilman

Boston-based builder of internal AI tools - and the person who makes sure they actually get used.

I find what's broken in how a team works, build an AI-assisted tool to fix it, and drive the adoption that makes it stick. Operations-analyst judgment, three years building on the Anthropic API (RAG, agents, automation), and a background in training and enablement - so the tool ships and people use it.

How I work

I work with Claude Code as a co-builder. That compresses "I have an idea" to "the tool exists and runs against real data" from weeks to hours - whether it's a one-afternoon utility or a system that grows over months. Everything pinned below was built this way: solo, end-to-end, against problems I or my colleagues actually had.

What's here

  • policy-navigator - My biggest build: a multi-source RAG system over U.S. public-assistance (SNAP) policy. It indexes four authoritative sources - federal program regulations, the federal quality-control standard, a state's regulations, and that agency's ~1,200-page internal staff guide (10,000+ searchable chunks in a shared vector store) - so staff can ask a policy question and get a synthesized, cited answer. It also cross-checks the sources against each other to surface gaps and conflicts, drafts new policy pages from research, and analyzes quality-control error findings. FastAPI + HTMX web UI; Claude API for structured synthesis, Claude Code CLI for the agentic, resumable work. Proof the AI-assisted approach scales well past small tools.
  • doc-review-pipeline - Batch document reviewer that pulls .docx attachments out of emails (.msg/.eml), runs them through Claude, and writes structured analysis to a tracker. Built to replace a manual review queue.
  • query-db-direct - SQLite exploration tool with schema discovery and dynamic query suggestion. Designed so AI agents can use it as readily as humans can.
  • media-wall - Local masonry-grid media viewer with autoplay, tagging, and filtering. A self-hosted alternative to cloud galleries.
  • archive-cracker - Utility for recovering personal media from locked .rar archives.

More in progress.

Background

Business Operations Analyst by day, with a freelance practice on the side partnering with domain experts who have deep knowledge but limited engineering capacity (a 100GB+ market-analytics datalake with a multi-agent system for a finance partner; a building-code RAG for an architecture firm). I'm used to translating between business problems and technical systems, scoping the work, shipping the fix, and making sure it gets adopted.

What I'm looking for

Roles where I build the internal tooling an organization needs and help people adopt it - AI implementation and enablement, internal tools and automation, or applied AI engineering. Boston - in-office or hybrid preferred, open to remote.

Reach me

LinkedIn

Pinned Loading

  1. claude-code-runner claude-code-runner Public

    Python wrapper that drives the Claude Code CLI as a subprocess. Spawn agentic sessions, capture structured results, hand sessions to humans. Single file, standard library only.

    Python 1

  2. policy-navigator policy-navigator Public

    Multi-source RAG over SNAP public-assistance policy: semantic search with citations, cross-source gap detection, and AI-assisted policy authoring.

    Python

  3. query-db-direct query-db-direct Public

    A tool to directly query a database programmatically, rather than writing an individual query script every time you want to look into your database. Designed for use by your favorite GenAI tool to …

    Python 1

  4. doc-review-pipeline doc-review-pipeline Public

    A configurable batch document reviewer powered by Claude. Drop Word documents (or Outlook emails containing Word attachments) into a folder, and the pipeline extracts the text, sends each document …

    Python 1

  5. repo-reviewer repo-reviewer Public

    For when you need to validate the quality of someone's git repos, but don't have a lot of time

    Python

  6. media-wall media-wall Public

    A program to display your photos and videos in a tasteful auto-scrolling masonry pattern without having to use Google Photos.

    JavaScript

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