apache/systemds
May 2025 – May 2025
1 Month active
Languages Used
DMLJava
Technical Skills
Data ProcessingMachine LearningNatural Language ProcessingSoftware Engineering
Samin
PROFILE
Samin
Samin Bassiri developed a built-in cooccurrenceMatrix function for GloVe embeddings in the apache/systemds repository, focusing on efficient natural language processing workflows. He implemented integrated text cleaning, tokenization, and window-based co-occurrence weighting, enabling end-to-end computation of co-occurrence matrices for NLP tasks. The solution included matrix encoding and a dedicated unit test to ensure correctness and stability. Working primarily with DML and Java, Samin expanded SystemDS’s NLP capabilities, supporting more efficient GloVe embedding generation and potential performance improvements in matrix operations. His work demonstrated depth in data processing, machine learning, and software engineering within a complex open-source environment.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
295
Activity Months1
Work History
May 2025
1 Commits • 1 Features
May 1, 2025May 2025: Delivered a built-in cooccurrenceMatrix function for GloVe in the apache/systemds repository, enabling efficient generation of GloVe co-occurrence matrices with integrated NLP preprocessing (text cleaning, tokenization) and window-based weighting, plus matrix encoding and a validation test.
1 Commits • 1 Features
May 1, 2025May 2025: Delivered a built-in cooccurrenceMatrix function for GloVe in the apache/systemds repository, enabling efficient generation of GloVe co-occurrence matrices with integrated NLP preprocessing (text cleaning, tokenization) and window-based weighting, plus matrix encoding and a validation test.
May 2025
Activity
Loading activity data...
Quality Metrics
Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
DMLJava
Technical Skills
Data ProcessingMachine LearningNatural Language ProcessingSoftware Engineering
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline