google/deepvariant
Mar 2025 – Apr 2025
2 Months active
Languages Used
C++PythonProtocol Buffers
Technical Skills
BioinformaticsC++ DevelopmentGenomicsSoftware EngineeringStatistical AnalysisAlgorithm Development
farica
PROFILE
Farica
Farica developed foundational and advanced methylation-aware phasing capabilities for the google/deepvariant repository over a two-month period. She implemented iterative phasing algorithms in C++ and Python, enabling the detection of haplotype-specific methylation patterns and improving read phasing accuracy, particularly in complex genomic regions. Her work excluded sex chromosomes from methylation-aware phasing and introduced statistical analysis using the Wilcoxon Rank-Sum Test to identify significant methylation differences between haplotypes. Farica also enhanced the merging of methylated sites across alternative alleles, refining data propagation logic to reduce misassignment. The depth of her contributions strengthened DeepVariant’s epigenetic analysis pipeline.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
3
Lines of code
1,525
Activity Months2
Your Network
4166 people
Work History
April 2025
3 Commits • 2 Features
Apr 1, 2025April 2025 focused on establishing methylation-aware phasing in DeepVariant and strengthening cross-allele methylation handling. Key work delivered includes foundational and core methylation-aware phasing capabilities, and enhancements to methylation calling and site merging across alternative alleles. Combined, these efforts improve read phasing accuracy and methylation detection in complex genomic regions, enabling deeper epigenetic insights from sequencing data.
3 Commits • 2 Features
Apr 1, 2025April 2025 focused on establishing methylation-aware phasing in DeepVariant and strengthening cross-allele methylation handling. Key work delivered includes foundational and core methylation-aware phasing capabilities, and enhancements to methylation calling and site merging across alternative alleles. Combined, these efforts improve read phasing accuracy and methylation detection in complex genomic regions, enabling deeper epigenetic insights from sequencing data.
April 2025
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for google/deepvariant: Delivered methylation-aware phasing enhancements to improve haplotype resolution and methylation analysis. Key changes include excluding sex chromosomes from methylation-aware phasing and enabling haplotype-specific methylation detection through a Wilcoxon Rank-Sum Test to identify significant methylation differences between haplotypes, enabling phasing of unphased reads. All work is captured in two commits for traceability.
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for google/deepvariant: Delivered methylation-aware phasing enhancements to improve haplotype resolution and methylation analysis. Key changes include excluding sex chromosomes from methylation-aware phasing and enabling haplotype-specific methylation detection through a Wilcoxon Rank-Sum Test to identify significant methylation differences between haplotypes, enabling phasing of unphased reads. All work is captured in two commits for traceability.
Activity
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Quality Metrics
Correctness90.0%
Maintainability84.0%
Architecture86.0%
Performance72.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++Protocol BuffersPython
Technical Skills
Algorithm DevelopmentAlgorithmsBioinformaticsC++C++ DevelopmentData ProcessingData StructuresGenomicsPythonPython DevelopmentSoftware EngineeringStatistical Analysis
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