Inquira.png)
Inquira
A lightweight AI-powered Q&A application built with LangChain, featuring structured responses, confidence scoring, error handling, and LangSmith observability.
AI · LLM · BACKEND · INFERENCE
Hey, I'm Misaq.
Syed Misaqueuddin Ahmed
I'm a developer focused on backend engineering and applied AI, with a passion for building scalable systems and intelligent applications.
I primarily work with Python, TypeScript, and Go, exploring everything from backend architecture and APIs to machine learning, LLMs, and agentic AI.
I enjoy understanding how things work under the hood, turning ideas into working software, and continuously learning through building and contributing to open source.
online
@BinaryCoder101
Tools of the trade
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Most recent posts
All posts →TF-IDF: Why Rare Words Matter in Search
The intuition behind term frequency, document rarity, and their role in modern retrieval.
TF-IDFRetrievalRAG
The Agent Loop: How AI Agents Get Things Done
How reasoning, tools, and feedback turn a single model response into a sequence of actions.
AI AgentsLLMsTool Use
Inverted Indexes: How Search Finds Documents Fast
How flipping the relationship between documents and words makes keyword searches efficient.
Inverted IndexSearchRAG
Get in Touch
Have a question, an idea, or something you'd like to build together? I'd love to hear from you.