Freshers
· Python or C# fundamentals; curiosity for prompts & LLM tooling
· Build a small RAG demo (ingest → embed → retrieve → answer)
· Understand token limits, chunking, embeddings basics
Experienced
· Production-grade RAG (chunking, re-ranking, caching), tool/function calling
· Multi-agent workflows (CrewAI), evaluation harnesses, telemetry & guardrails
· Cost/perf optimization, prompt/version management, A/B experiments
You’ll do
· Ship AI features end-to-end: data prep, pipelines, APIs, evals, monitoring