Jan 2026
AI/MLReliable NLP Pipelines in Production
Notes from building tokenization and preprocessing workflows for HRMS datasets, focusing on stable inputs and measurable accuracy.
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Notes and insights
Notes and insights
Jan 2026
AI/MLNotes from building tokenization and preprocessing workflows for HRMS datasets, focusing on stable inputs and measurable accuracy.
1 min read →
Dec 2025
TeachingA simple loop for isolating defects while tutoring CS students across Java, C++, and assembly.
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Nov 2025
BackendLessons learned from validating REST endpoints and improving error handling consistency.
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