dsu-cs/csc702_fall2025
Nov 2025 – Nov 2025
1 Month active
Languages Used
Jupyter NotebookPython
Technical Skills
AI DevelopmentData ScienceDeep LearningImage ProcessingJupyter NotebooksMachine Learning
piyush104
PROFILE
Piyush104
Piyush Mishra developed a diffusion-model–based text-to-image generation capability for the dsu-cs/csc702_fall2025 repository, focusing on efficient and reproducible experimentation. Using Python and Jupyter Notebooks, Piyush implemented the core image generation workflow, integrating deep learning and image processing techniques to translate text prompts into images. Alongside building this feature, Piyush addressed project hygiene by restructuring files and removing redundant notebooks, which improved stability and reproducibility. The work demonstrated a strong grasp of AI development and notebook management, with careful attention to code organization and version control. Overall, the contributions reflect thoughtful engineering and depth in applied machine learning practices.
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
5Total
Bugs
1
Commits
5
Features
1
Lines of code
9
Activity Months1
Your Network
20 peopleShared Repositories
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Aman SinghMember
Aman SinghMember
Ashar SiddiquiMember
Adam BradleyMember
Aman SinghMember
charlieking108Member
Jared SoundyMember
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Work History
November 2025
5 Commits • 1 Features
Nov 1, 2025November 2025 – dsu-cs/csc702_fall2025: Delivered diffusion-model–driven text-to-image capability and improved project hygiene to enhance reproducibility and velocity of experimentation.
5 Commits • 1 Features
Nov 1, 2025November 2025 – dsu-cs/csc702_fall2025: Delivered diffusion-model–driven text-to-image capability and improved project hygiene to enhance reproducibility and velocity of experimentation.
November 2025
Activity
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Quality Metrics
Correctness100.0%
Maintainability96.0%
Architecture100.0%
Performance96.0%
AI Usage48.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
AI DevelopmentData ScienceDeep LearningImage ProcessingJupyter NotebooksMachine Learningdata sciencemachine learningnotebook management
Repositories Contributed To
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