AI ENGINEER
Build intelligent systems. From machine learning fundamentals to production AI applications and LLM engineering.
PROOF-OF-WORK TASKS6 TASKS
B
Beginner
LEVEL 01
- 01Integrate the OpenAI API into a simple chat interface using Python and record a short video walkthrough demonstrating the application
- 02Build a semantic search engine using text embeddings and a vector database, then share the search results and code repository
I
Intermediate
LEVEL 02
- 01Implement a Retrieval-Augmented Generation pipeline using LangChain to query local documents, then publish the architecture diagram and demo
- 02Create an AI-powered agent with custom system prompts and function calling capabilities, then write a post detailing its reasoning logic
A
Advanced
LEVEL 03
- 01Fine-tune an open-source LLM on a domain-specific dataset using QLoRA and deploy it for high-throughput serving, then publish the pipeline
- 02Build an autonomous multi-agent coding assistant that debugs code inside a local sandbox environment, then write a post analyzing its behavior
YOUTUBE RESOURCES