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Email Classification (spam or not) Service

Design and deliver a highly accurate, cost-efficient, and enterprise-grade email classification platform that determines whether an incoming email should be classified as SPAM or NOT-SPAM for Outlook-like workloads. The system must leverage a Mistral-based ML model, integrate seamlessly with existing email ingestion pipelines, and operate at global scale while maintaining customer trust, security posture, and…

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Design a Job Scheduler for Millions of Tasks

Design a task scheduler that can schedule and run tasks on demand (now) or at a future date. It should be able to support one time as well as recurring tasks.

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Agentic Pattern – Reflection notebook code

code: https://github.com/krishnamanchikalapudi/examples.ipynb/blob/develop/LLM/Agentic%20Patterns/Parallelization.ipynb

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Agentic Pattern – Parallelization notebook code

code: https://github.com/krishnamanchikalapudi/examples.ipynb/blob/develop/LLM/Agentic%20Patterns/Parallelization.ipynb

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