The newest skill in tech — talk to AI so well it does real work. Go from casual ChatGPT user to building AI-powered tools in about four months, no degree required.
Prompting is an experimental skill, not a magic-words game. Keep a prompt journal: write a prompt, score the output, change one thing, run it again. Every project below ships with the prompts that power it.
Who it suits: You love experimenting with AI tools and turning fuzzy goals into precise instructions — where clear writing meets logic.
Indicative 2026 starting ranges in India — actual pay varies widely by city, company, and skill. Salary is an outcome of skill and a strong project portfolio, not a guarantee.
Understand what LLMs actually are — and how to steer them.
Tokens, context windows, temperature, why models hallucinate.
Zero-shot, few-shot examples, role prompting, output formats.
ChatGPT, Claude, Gemini — strengths, limits, free tiers.
The techniques that separate pros from casual users.
Chain-of-thought, step decomposition, self-critique.
Force clean JSON, tables, and schemas from any model.
Build reliable assistants with tone and guardrails.
A tested, documented library of 25+ reusable prompts.
Go beyond the chat box — call models from code and tools.
OpenAI Playground, Google AI Studio, API keys and params.
Just enough Python to call an LLM API and parse results.
Embeddings and retrieval — make AI answer from YOUR data.
Function calling, multi-step AI workflows, automation.
A custom assistant that answers from documents you give it.
Multimodal AI, ethics, and a portfolio that proves it.
Image generation and vision prompts done professionally.
Test prompts systematically; bias, misuse, and limits.
Apply GenAI to study, content, code, and research workflows.
Ship a complete AI tool with documented prompt design.
Projects beat certificates. Do them in order — each builds on the last. Put every one on GitHub with a clear README.
25+ tested prompts for study, writing, and coding — with before/after outputs.
A system-prompted assistant that teaches your syllabus, step by step.
Turn messy text into clean JSON/tables reliably — the #1 business use case.
An assistant that answers questions from your own notes or PDFs.
A complete working AI product — prompts, code, and a writeup of the design.
Click any resource to open it — free and well-known first, then build something with it.
Universal (any field): roadmap.sh · freeCodeCamp · GitHub Student Pack · Coursera
ChatGPT, Claude, and Google AI Studio — three free tiers, three different brains.
Anthropic's free interactive prompt-engineering tutorial teaches the real patterns.
Take a prompt you use, improve it five times, note what changed. You've started.
PathAhead helps you choose the career that fits you — with guidance built for Intermediate students. Explore every roadmap in one place.
This roadmap is a free educational resource. Timelines are a guide — everyone learns at a different pace. Referenced resources (DeepLearning.AI short courses, Anthropic prompt tutorial, Google Prompting Essentials, OpenAI Playground, Hugging Face) are for learning only and are not affiliated with PathAhead.