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Greg Miller

PROFILE

Greg Miller

Graham Miller contributed to Apache Lucene by building and refining core search and indexing components, focusing on correctness, performance, and maintainability. He implemented safety assertions and refactored APIs to enforce input consistency in vector search, optimized disjunction initialization using advanced data structures, and improved unique value estimation in FuzzySet by correcting hash-based calculations. His work included clarifying Bloom filter policies and updating documentation to reflect changes in hashing and false-positive rates. Using Java and leveraging skills in algorithm optimization, memory management, and code refactoring, Graham delivered well-documented, targeted improvements that enhanced reliability and reduced maintenance risk across the repository.

Overall Statistics

Feature vs Bugs

60%Features

Repository Contributions

6Total
Bugs
2
Commits
6
Features
3
Lines of code
230
Activity Months5

Work History

January 2026

2 Commits • 1 Features

Jan 1, 2026

January 2026 — Apache Lucene (apache/lucene): Focused on delivering API safety and correctness improvements for FuzzySet. Consolidated and simplified the public API, privatized non-public methods, and corrected memory size interpretation to use bytes instead of bits, improving accuracy and stability. The work reduces API surface area and enhances downstream reliability for memory-constrained workloads. Implemented via two commits closing issues #14615 and #14616.

December 2025

1 Commits • 1 Features

Dec 1, 2025

December 2025 (2025-12): Delivered Bloom Filter policy clarification and hashing update in Apache Lucene. Updated DefaultBloomFilterFactory documentation to reflect the new hashing function and target false-positive rate. Changes are tracked via commit a55be5cb368cba698114f63bc8e8be2a2a55b089 and reference GH#11900 (#15513). This work improves index accuracy while preserving performance, reducing maintenance risk through clear guidance and improved docs.

May 2025

1 Commits

May 1, 2025

May 2025 focused on data accuracy fixes in core search components. The main deliverable was a bug fix to the FuzzySet unique value estimation in Apache Lucene that improves accuracy when multiple hash functions are involved. Implemented by adjusting the calculation to divide by hashCount, and linked to commit 36b3577c17a52b2d9ae21d5976141e2da77cfab3 (relates to #14614). The change enhances the reliability of cardinality estimates used in ranking, analytics, and query planning across the repository.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 monthly summary focusing on key accomplishments and business value for the apache/lucene repository. The primary focus this month was delivering a performance feature aimed at accelerating disjunction handling during initialization, with accompanying improvements to code structure and maintainability.

November 2024

1 Commits

Nov 1, 2024

November 2024 (apache/lucene): Implemented Input Buffer Sorting Safety Assertion in VectorUtil, refactored VectorUtil#findNextGEQ parameter order for clarity, and migrated PostingsReader to the updated VectorUtil signature. These changes improve correctness, API consistency, and maintainability of the vector search path, reducing risk of mis-sorted inputs and aligning components for future optimization.

Activity

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Quality Metrics

Correctness96.6%
Maintainability93.4%
Architecture93.4%
Performance93.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

Java

Technical Skills

API DesignAlgorithm OptimizationBloom FiltersCode OptimizationData StructuresDocumentationJavaMemory ManagementPerformance TuningRefactoringSoftware DevelopmentTesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

apache/lucene

Nov 2024 Jan 2026
5 Months active

Languages Used

Java

Technical Skills

Code OptimizationRefactoringTestingAlgorithm OptimizationData StructuresPerformance Tuning