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Alan engineering
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Alan engineering
@alanengineering
All things engineering @avec_alan
medium.com/alan/tagged/en…
Joined May 2021
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  • user avatar
    Alan engineering
    @alanengineering
    Apr 13
    For years, every claims feature at Alan meant building it twice. A year ago, we broke that cycle. Here's what that journey looked like — from expensive first steps to compounding returns, and AI's role in it all 👇.
    medium.com
    Universalisation at Alan: How We Stopped Building Everything Twice
    From duplicate codebases to shared flows: how we turned multi-platform pain into compounding gains.
    196
  • user avatar
    Alan engineering
    @alanengineering
    Apr 9
    Part 3 of our document processing series is out — how we scaled our pipeline from French insurance docs to new countries and multiple use cases, without rewriting everything. This wraps up the series. Thanks for following along!
    Image
    How We Built a Configurable Document Processing Pipeline
    From medium.com
    110
  • user avatar
    Alan engineering
    @alanengineering
    Mar 30
    We think we built the best Python caching library in the world! RAM+Redis, atomic writes, distributed invalidation, async refresh, warmup, observability... Dive into this 5-part series, packed with diagrams, code snippets, dashboards, and numbers! buff.ly/QVH9M71
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    100
  • user avatar
    Alan engineering
    @alanengineering
    Mar 23
    Few-shot examples are only as good as their labels. Ours were hallucinating values from memory. The LLM learned to do the same. Part 2 of the doc processing series: curated datasets, backtesting every change and separating parsing from human knowledge
    Image
    Lessons from Running an LLM Document Processing Pipeline in Production
    From medium.com
    103
  • user avatar
    Alan engineering
    @alanengineering
    Mar 16
    Ever wondered how Alan reimburses health claims so fast? Spoiler: we automated 70% of document processing. We just dropped the first article of our doc processing series — stay tuned for more on how we're scaling this across other countries and use cases.
    Image
    How we reached 70% document processing automation at Alan
    From medium.com
    191
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