#SheLeads.AI · 6-Month Programme
From Associate to AI Architect & Leader
By Sajid
A 26-week journey that turns the theory and practice of modern AI into things you can see, build, and lead — from your first prompt to a capstone you present to senior stakeholders.
Four phases, one arc
Each phase builds on the last — literacy, then engineering, then architecture, then leadership.
Interactive lessons, live now
The first weeks are already hands-on. More unlock as the programme runs — track them all on the roadmap.
🧠 AI Jargon, Mapped
An interactive mindmap of 30+ essential AI terms across ML, deep learning, NLP, LLMs and more.
Open the mindmap → Week 2 · Foundations◈ How LLMs Work
A nine-section scrollytelling guide with live 3D scenes — from tokens to next-word prediction.
Open the guide → Week 2 · Companion▦ The Concept Map
The full learning arc from text to Transformer — every concept, connected end to end.
Open the map → Weeks 3–4 · Foundations⌨ Prompt Engineering Studio
Anatomy of a prompt, few-shot, temperature & top-p, chain-of-thought, JSON outputs, guardrails.
Open the studio → Weeks 6–7 · Foundations🗃 Data Fundamentals Lab
Sort data types, trace the lifecycle, score quality, anonymise PII under the DPDP Act.
Open the lab → Week 8 · Engineering🔍 RAG Pipeline Explorer
Run chunk → embed → retrieve → generate live, then tune chunk size in the playground.
Run the pipeline → Week 9 · Engineering🧭 Vector Search Playground
Click any document to find its nearest neighbours — cosine vs euclidean, plus choosing your DB.
Open the playground → Week 10 · Engineering⚖ Evaluation Lab
Precision@k vs recall live, a hands-on faithfulness check, and the RAGAS failure-mode map.
Open the lab →Month 6 · The Capstone
Build a real AI solution. Present it to leadership.
Identify a real business problem, architect the AI solution, build the prototype, and present it — with ROI projections — to senior stakeholders.