Salman Rasheed

@salman7420

Crafting stories from numbers.

Washington, DCJoined November 2025

About

Software Engineer focused on data-driven backends and ERP-scale systems, delivering production APIs, ML-powered features, and analytics for sales, inventory, and CRM. Hands-on with Python, TypeScript, AWS, SQL, and MLOps; shipped end-to-end pipelines, recommendation systems, and real-time inventory platforms.

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Salman Rasheed's blogs

Salman Rasheed Blogsproduction-python-api-aws-deployment-lessons.hashnode.dev2 posts

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SRSalman Rasheedproduction-python-api-aws-deployment-lessons.hashnode.devNov 20, 2025 · 4 min read

Taming Hallucinations in RAG-Based Chatbots: Lessons from Building a Production System

How I Fought LLM Hallucinations in My RAG Chatbot When I built my RAG-based portfolio chatbot, I quickly discovered a harsh truth: giving an LLM access to a knowledge base doesn't automatically mean it'll stay truthful. It'll confidently invent detai...

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SRSalman Rasheedproduction-python-api-aws-deployment-lessons.hashnode.devNov 14, 2025 · 4 min read

From Render Roadblocks to AWS Resilience: Lessons from Shipping a Production Python API

Every developer knows the feeling: your application works perfectly on localhost, but deployment is where the real boss battle begins. I recently went through this journey while shipping the backend for my new portfolio project, a journey that starte...

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Salman Rasheed

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Salman Rasheed's blogs

Recently published

Taming Hallucinations in RAG-Based Chatbots: Lessons from Building a Production System

From Render Roadblocks to AWS Resilience: Lessons from Shipping a Production Python API

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Salman Rasheed

About

Available for

Salman Rasheed's blogs

Recently published

Taming Hallucinations in RAG-Based Chatbots: Lessons from Building a Production System

From Render Roadblocks to AWS Resilience: Lessons from Shipping a Production Python API