Top 15+ Projects to Build Your Portfolio

Future-proof your career in 2026 by getting hands-on with these real-world AI applications. Source code included!

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Document Q&A (RAG System)

The absolute starting point for production LLM apps. Build a Retrieval-Augmented Generation pipeline using PDFs, a vector database, and LangChain.

Autonomous AI Agent

Leap into the cutting edge. Build agents with specific roles that communicate and execute tasks autonomously using frameworks like CrewAI or LangGraph.

Natural Language to SQL

Translate plain English directly into raw SQL queries. Learn to inject schemas into prompts and safely query enterprise databases via an LLM.

LLM Evaluation Framework

Building an app is easy; evaluating it is hard. Build automated pipelines to score for context precision, faithfulness, and hallucination.

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Dive into RAG systems, memory agents, fine-tuning, and multi-agent workflows.