dsu-cs/csc702_fall2025
Sep 2025 – Sep 2025
1 Month active
Languages Used
JSONPythonText
Technical Skills
Data AnalysisData EngineeringData ProcessingFastTextJupyter NotebookJupyter Notebooks
Joseph
PROFILE
Joseph
Joseph Doty developed interactive NLP experiment assets and reproducible project scaffolding for the dsu-cs/csc702_fall2025 repository, focusing on practical workflows for research and education. He built Jupyter Notebooks demonstrating word embeddings with Word2Vec and FastText, as well as tokenization using SentencePiece, enabling hands-on exploration of nearest-neighbor search and corpus processing. His work included setting up a structured directory, a blank tokenization notebook template, and provisioning a large corpus dataset to streamline future experiments. Using Python and data engineering skills, Joseph emphasized reproducibility and onboarding, delivering well-organized, ready-to-run assets that facilitate efficient NLP experimentation and analysis for new users.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
4Total
Bugs
0
Commits
4
Features
2
Lines of code
63,450
Activity Months1
Your Network
25 peopleSame Organization
@trojans.dsu.edu5
Work History
September 2025
4 Commits • 2 Features
Sep 1, 2025Month: 2025-09 Key accomplishments centered on delivering hands-on NLP experiment assets and reproducible scaffolding to accelerate research and educational outcomes. This month focused on two feature launches that enable practical NLP experimentation, as well as project scaffolding that reduces setup time for future work.
4 Commits • 2 Features
Sep 1, 2025Month: 2025-09 Key accomplishments centered on delivering hands-on NLP experiment assets and reproducible scaffolding to accelerate research and educational outcomes. This month focused on two feature launches that enable practical NLP experimentation, as well as project scaffolding that reduces setup time for future work.
September 2025
Activity
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Quality Metrics
Correctness85.0%
Maintainability85.0%
Architecture85.0%
Performance75.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSONPythonText
Technical Skills
Data AnalysisData EngineeringData ProcessingFastTextJupyter NotebookJupyter NotebooksMachine LearningNatural Language ProcessingProject SetupSentencePieceText TokenizationWord Embeddings
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