Khushbu Shah

Technical Content Writer

Khushbu Shah loves breaking down complex AI and data science topics into simple, easy-to-understand ideas. With a background in computer engineering and over 8 years of experience writing technical content, she enjoys writing learning-focused blogs that help others learn by doing. At ProjectPro, she combines industry experience and a research-focused approach to write practical, credible, and easy-to-follow content. Khushbu brings a blend of practical knowledge and genuine curiosity to every article she writes.

Articles Published

Hands-On MCP Projects

9 Hands-On MCP Projects to Strengthen Your AI Portfolio

9 practical MCP project ideas designed to help AI engineers build real-world, tool-using agents with Claude, LangChain, and open protocols | ProjectPro

Artificial Intelligence Portfolio

How to Build an Artificial Intelligence portfolio that gets you hired?

Learn to build an Artificial Intelligence portfolio that speaks for you by picking impactful projects, presenting results, and showcasing your AI skills to get hired.

What is BERTSCORE in NLP

How to Use BERTScore for Evaluating Text Generation?

Learn how to use BERTScore for evaluating text generation with BERT, including code samples using Huggingface and Python | ProjectPro

Langchain MCP Integration

How to Build Real-Time AI Agents with Langchain MCP?

Learn to build AI agents using Langchain MCP’s model context protocol, including code examples, and best practices|ProjectPro

Building ETL Pipelines in Python

How to Build an ETL Pipeline in Python? (Hands-On Example)

Learn how to build an ETL pipeline in Python using Spotify API, store it in BigQuery, and generate analytics-ready CSVs with full orchestration using Airflow.

Autogen Projects and Examples

7 Autogen Projects to Build Multi-Agent Systems

Explore 10 practical AutoGen project ideas using multiple agents, code examples, and real-world workflows to help you build intelligent multi agent applications.

Agentic Design Patterns

4 Agentic AI Design Patterns to Build Intelligent Workflows

Explore how the 4 key agentic AI design patterns like Planning, Reflection, Tool Use, and Multi-Agent systems help LLMs perform tasks and adapt like real teams.

Langgraph Projects and Examples

10 Langgraph Projects to Build Intelligent AI Agents

10 LangGraph project ideas and examples to build intelligent langgraph agents for real-world applications and gain valuable hands-on experience.

Langchain vs Langgraph

LangChain vs LangGraph: Which Framework Wins?

LangChain vs LangGraph Comparison for AI Engineers to understand their architectures, agent-based vs. graph-based approaches, and use cases.

How to Use AI in Project Management

How to Use AI in Project Management?

Explore real-world use cases of AI in project management and how it helps teams stay on track, spot risks early, and finish strong| ProjectPro

How to Use AI in Data Analytics

How to Use AI in Data Analytics: Examples and Use Cases

Learn how data analysts use AI in data analytics with practical, real-world use cases and easy-to-follow examples. | ProjectPro

Crew AI Project Ideas and Examples for Practice

10 Best CrewAI Projects You Must Build in 2025

Explore 10 Best Crew AI Projects and Examples to Build AI agents to enhance workflows and improve productivity| ProjectPro