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ParamChordiya

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• 7 skills
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   Ml Engineering · paramchordiya

   Enforces rigorous ML modeling, feature engineering, training, and evaluation standards at principal-engineer level.
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   Mlops And Infra · paramchordiya

   Enforces ML infrastructure, experiment tracking, reproducibility, model packaging, CI/CD, monitoring, and infrastructure-as-code standards at principal-engineer level.
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   Python Excellence · paramchordiya

   Enforces principal-engineer-level Python code quality: formatting, type safety, idiomatic patterns, class and function design, and anti-pattern prevention.
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   API And System Design · paramchordiya

   Enforces production-grade REST API design, distributed systems patterns, database design, and event-driven architecture at a principal-engineer level.
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   Code Review Standards · paramchordiya

   Enforces a principal-engineer self-review checklist on every code block before output, covering correctness, performance, security, naming, and testability.
   0 repo stars
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   Software Architecture · paramchordiya

   Enforces system design, project structure, dependency management, error handling, testing, and documentation standards at principal-engineer level.
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   Algorithms And Data Structures · paramchordiya

   Enforces complexity analysis, correct data structure selection, vectorization, and algorithm implementation discipline at principal-engineer level.
   0 repo stars