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Posts - Software

Showing 1 - 8 of 8 Posts
Illustration of a central GSD hub connected to department icons, representing AI-driven automation across teams, with a faint “19,000” in the background indicating hours saved.
Technology14 min read

Team GSD - Year 1 Reflection: Unlocking Operational Velocity

Team GSD scaled AI and automation across real workflows, improving operational velocity across multiple departments. Here’s how they did it.

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Engineering6 min read

Developing a Modern Search Stack: Hybrid Search

How we fine-tuned a vector model to create a hybrid search engine that understands the intent of our users' queries.

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Engineering5 min read

Developing a Modern Search Stack: NER & More Precise Search Results

How we developed an NER service to label user queries, dynamically generate our Elasticsearch query, and return more precise search results.

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Software5 min read

Developing a Modern Search Stack: Learning-to-Rank with Metarank

How we used Metarank to quickly build a learning to rank service to improve the NDCG of our search engine.

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Software4 min read

Developing a Modern Search Stack: Optimizing Elasticsearch’s Boost Values

Using Quepid and Optuna to optimize the boost values for your Elasticsearch query and improve your NDCG

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Engineering3 min read

Developing a Modern Search Stack: Search Metrics

Describing search metrics that are important when building and evaluating a search engine (precision, recall, & NDCG)

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Backend Development1 min read

Developing a Modern Search Stack: An Overview

An overview of how Fullscript built a modern search stack to provide more relevant results to its users.

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Engineering4 min read

How to Increase Project Throughput by 300% with a Scalable Project Lead Framework

Learn how Fullscript scaled project throughput by 300% using a scalable Project Lead framework that empowers developers and builds leadership

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