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Abhinav Kumar Singh

Abhinav Kumar Singh

@abhinavexistsResume

AI/ML Engineer

I build ML tools, debug existential crises, and learn faster than I break things. Currently exploring GenAI, vector search, and how curiosity keeps outpacing deadlines.

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Contributions @abhinavexists

abhinavexists's GitHub contribution chart

Skills

PythonJavaScriptTypeScriptJavaReactNext.jsFlaskFastAPITensorFlowScikit-learnNumPyPandasMatplotlibSeabornLangChainCrewAIStreamlitGitMongoDBPostgreSQLSQLiteChromaDBTailwind CSSFirebase

Thoughts & Writing

Singular Value Decomposition: The Secret Geometry Behind Modern AI

Singular Value Decomposition: The Secret Geometry Behind Modern AI

2026-06-2810 min read
Linear AlgebraMachine LearningLLMs
Why Predicting Pixels Won’t Give AI Human-Level Understanding

Why Predicting Pixels Won’t Give AI Human-Level Understanding

2026-04-137 min read
JEPASelf-Supervised LearningComputer Vision
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"I build ML tools, debug existential crises, and learn faster than I break things."

crafted with purpose — @abhinavexists