Ananya S

An AI enthusiast aspiring to build AI-driven meaningful applications to solve real world problems.

India Joined on Oct 11, 2025

Ananya S

Nov 9

Introducing NovaDesk AI: Building a Stateful Hotel Concierge with LangGraph

#ai #python #fastapi #rag

3 min read

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Ananya S

Oct 26

FastAPI for AI Engineers - Part 10: Mastering FastAPI: Scaling with APIRouters and Background Tasks

#ai #python #fastapi #backend

5 min read

Ananya S

Oct 20

FastAPI for AI Engineers - Part 9: Mastering HTTP Exceptions & Status Codes

#ai #fastapi #python #backend

4 min read

Ananya S

Aug 31

FastAPI for AI Engineers - Part 8: Uploading Files with FastAPI

#ai #fastapi #python #backend

4 min read

Ananya S

Jul 13

I Built an End-to-End Mortgage Loan Analytics Dashboard with Python & Power BI

#python #datascience #analytics #dataengineering

4 min read

Ananya S

Jun 29

FastAPI for AI Engineers - Part 7: Protecting Routes with JWT Tokens

#ai #python #fastapi #api

2 min read

Ananya S

Jun 15

FastAPI for AI Engineers - Part 6: JWT Authentication in FastAPI

#ai #python #fastapi #backend

4 min read

Ananya S

Jun 12

FastAPI for AI Engineers - Part 5: Authentication vs Authorization (And Why Most Beginners Confuse Them)

#ai #python #fastapi #backend

3 min read

Ananya S

Jun 9

FastAPI for AI Engineers - Part 4: Stop Bad Data Before It Breaks Your API (Pydantic and Data Validation)

#ai #fastapi #backend #python

4 min read

Ananya S

Jun 6

FastAPI for AI Engineers - Part 3: Connecting to a database

#ai #fastapi #python #backend

6 min read

Ananya S

Jun 1

FastAPI for AI Engineers - Part 2: Building Your First CRUD API

#ai #backend #fastapi #python

4 min read

Ananya S

May 29

FastAPI for AI Engineers — Part 1: Why Every AI Backend Is Moving Toward FastAPI

#ai #backend #api #fastapi

4 min read

Ananya S

May 26

How I Built an AI-Powered Incident RCA Platform with LangGraph and RAG

#ai #langgraph #programming #productivity

4 min read

Ananya S

May 4

🚀 This AI Tells You What to Study for Exams

#ai #genai #productivity #python

3 min read

Ananya S

Apr 14

🚀 I Built an AI-Powered Fest Assistant with Agents, RAG & Planning (Pragyan @ NITT)

#ai #python #langchain #rag

3 min read

Ananya S

Mar 17

Stop Calling FAISS a Database: The VectorStore vs. VectorDB Showdown🧠⚡

#ai #langchain #vectordatabase #python

3 min read

Ananya S

Mar 9

Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

#ai #vectordatabase #python #langchain

2 min read

Ananya S

Mar 2

🧠 Your LLM Isn’t an Agent — Until It Has Tools, Memory, and Structure (LangChain Deep Dive)

#ai #beginners #langchain #agents

3 min read

Ananya S

Feb 23

Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications

#ai #langchain #vectordatabase #rag

5 min read

Ananya S

Feb 9

🚀 Stop Hallucinating! Build a RAG Chatbot in 5 Minutes with LangChain

#ai #langchain #rag #python

2 min read

Ananya S

Jan 27

From Words to Meaning: Core NLP Concepts Every Beginner Must Know

#ai #nlp #beginners #python

3 min read

Ananya S

Jan 22

🌱 NLP for Beginners: Understanding the Basics of Natural Language Processing

#beginners #nlp #ai #python

3 min read

Ananya S

Dec 31 '25

How AI Sees Images: A Gentle Introduction to Convolutional Neural Networks

#ai #deeplearning #tensorflow #beginners

3 min read

Ananya S

Dec 23 '25

Machine Learning for Everyone: A Friendly Intro to the Future!

#ai #machinelearning #python #beginners

3 min read

Ananya S

Dec 16 '25

Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

#ai #machinelearning #beginners #python

3 min read

Ananya S

Dec 8 '25

The Science of Prompt Evaluation: From BLEU & ROUGE to Real Human Feedback

#ai #llm #promptengineering #beginners

3 min read

Ananya S

Dec 3 '25

LLM Reasoning: Why Models Hallucinate and how to reduce it?

#ai #llm #beginners #vectordatabase

3 min read

Ananya S

Nov 24 '25

AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

#ai #beginners #machinelearning #deeplearning

3 min read

Ananya S

Nov 17 '25

AI Guardrails: Beyond Prompt Engineering to Deliver Trustworthy LLM Answers

#discuss #ai #programming #beginners

3 min read

Ananya S

Nov 10 '25

Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)

#promptengineering #llm #beginners #ai

7 min read

Ananya S

Oct 20 '25

Intermediate strategies (Prompt Engineering for Devs - Part: 2)

#promptengineering #llm #beginners #ai

3 min read

Ananya S

Oct 11 '25

The 3 Simple Rules That 10x My LLM Output (Prompt Engineering for Devs)

#ai #promptengineering #llm #beginners

1 min read

DEV Community

Ananya S

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Writing Debut

Introducing NovaDesk AI: Building a Stateful Hotel Concierge with LangGraph

Want to connect with Ananya S?

FastAPI for AI Engineers - Part 10: Mastering FastAPI: Scaling with APIRouters and Background Tasks

FastAPI for AI Engineers - Part 9: Mastering HTTP Exceptions & Status Codes

FastAPI for AI Engineers - Part 8: Uploading Files with FastAPI

I Built an End-to-End Mortgage Loan Analytics Dashboard with Python & Power BI

FastAPI for AI Engineers - Part 7: Protecting Routes with JWT Tokens

FastAPI for AI Engineers - Part 6: JWT Authentication in FastAPI

FastAPI for AI Engineers - Part 5: Authentication vs Authorization (And Why Most Beginners Confuse Them)

FastAPI for AI Engineers - Part 4: Stop Bad Data Before It Breaks Your API (Pydantic and Data Validation)

FastAPI for AI Engineers - Part 3: Connecting to a database

FastAPI for AI Engineers - Part 2: Building Your First CRUD API

FastAPI for AI Engineers — Part 1: Why Every AI Backend Is Moving Toward FastAPI

How I Built an AI-Powered Incident RCA Platform with LangGraph and RAG

🚀 This AI Tells You What to Study for Exams

🚀 I Built an AI-Powered Fest Assistant with Agents, RAG & Planning (Pragyan @ NITT)

Stop Calling FAISS a Database: The VectorStore vs. VectorDB Showdown🧠⚡

Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀

🧠 Your LLM Isn’t an Agent — Until It Has Tools, Memory, and Structure (LangChain Deep Dive)

Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications

🚀 Stop Hallucinating! Build a RAG Chatbot in 5 Minutes with LangChain

From Words to Meaning: Core NLP Concepts Every Beginner Must Know

🌱 NLP for Beginners: Understanding the Basics of Natural Language Processing

How AI Sees Images: A Gentle Introduction to Convolutional Neural Networks

Machine Learning for Everyone: A Friendly Intro to the Future!

Understanding Errors in Machine Learning: Accuracy, Precision, Recall & F1 Score

The Science of Prompt Evaluation: From BLEU & ROUGE to Real Human Feedback

LLM Reasoning: Why Models Hallucinate and how to reduce it?

AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

AI Guardrails: Beyond Prompt Engineering to Deliver Trustworthy LLM Answers

Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)

Intermediate strategies (Prompt Engineering for Devs - Part: 2)

The 3 Simple Rules That 10x My LLM Output (Prompt Engineering for Devs)