The five-level pathway

Level 1

AI Zero to One

Fundamentals of AI and AI tools

1 month per course · 4 courses

The month that turns AI from something you have heard of into something you use every day, with the habits and the judgement to keep using it.

• ChatGPT mastery

  Prompt, reason, upload files, browse, analyse and turn the model into an assistant that does a specific job for you.

  Prompting with context · File and image analysis · Custom instructions and workflows

• Prompt engineering

  Frameworks for writing instructions that survive a vague brief and still produce the output you can hand to somebody else.

  Role, context, format, constraints · Few-shot examples · Testing and refining a prompt

• AI productivity tools

  The working kit: notes, meetings, documents, research and email, with the token bill and the settings under control.

  Notes and second brains · Meeting summaries and actions · Cost, limits and privacy

• AI content writing

  Long-form, short-form and scripts written to a brief, edited by a person, and checked for the things a model quietly gets wrong.

  Briefs, angles and outlines · Editing and fact checking · A voice that stays consistent

Level 2

AI Fundamentals

Core AI concepts, data and machine learning basics

2 months per course · 4 courses

Two months that give you the ideas underneath the tools, so you can be trusted with a problem that has a number attached to it.

• AI for office work

  Documents, spreadsheets, presentations and reporting, done faster without breaking the format somebody else has to read.

  Long documents and summaries · Spreadsheets and clean data · Decks and reporting

• AI automation

  Map a repetitive task, choose what is worth automating, connect the tools, and keep a person in the loop where it matters.

  Workflow mapping · No-code and code automations · Error handling and fallbacks

• Advanced DCA using AI

  Tally, accounting software and office automation, with AI handling the entry work and reconciliation you can trust.

  Company setup and GST basics · Tally and accounting software · Reconciliation and reporting

• AI, ML and data science

  Python, data preparation, model building and evaluation, for people who have to stand behind the answer in a meeting.

  Python and data handling · Model building and evaluation · Explaining the result

Level 3

Applied AI and GenAI

Generative AI, LLMs and prompt engineering

3 months per course · 4 courses

Three months of building with the current generation of models, on real briefs, with the evaluation that tells you whether it actually works.

• AI images and video creation

  Image generation, editing, upscaling and short video, with a consistent look across a whole campaign rather than one lucky frame.

  Generation and editing · Consistency across a set · Short video and sound

• AI for business

  Where AI pays for itself: choosing the processes to change, building the case, and measuring the return in plain numbers.

  Choosing the right processes · Cost and benefit · Measuring the return

• Digital marketing using AI

  Content, campaigns, search and reporting produced and measured with AI in the loop, and a budget you can account for.

  Content and campaign production · Search and paid basics · Analytics and reporting

• Graphic designing

  Layout, type, colour and brand assets produced with AI tools and finished by hand, so the work still looks like somebody made it.

  Layout and hierarchy · Brand consistency · Print and social formats

Level 4

AI Developer

Development, APIs, AI applications and deployment

4 months per course · 4 courses

Four months where you stop using the tools and start building with them: a site, an app, a product you can put a link to.

• Web development using AI

  Build and ship a real website with AI doing the heavy lifting and you making every decision that affects the result.

  Semantic HTML and CSS with AI · Responsive layout · Hosting and domains

• Full stack web development

  Front end, back end, database and deployment as one course you finish with a live product and a login that works.

  Front end and back end · Databases and APIs · Deployment and monitoring

• Android development

  Android from the first line to a published build: language, interface, data, testing and release, without the AI crutch.

  Kotlin in depth · Architecture and testing · Publishing to the store

• Android development using AI

  Ship an Android app with AI writing the boilerplate and you owning the logic, the state and the release.

  Kotlin and the activity lifecycle · Screens, state and storage · Building a release APK

Level 5

AI Career Accelerator

Career ready, portfolio, interview and job preparation

6 months per course · 3 courses

Six months on the last mile: a portfolio that shows decisions, a resume that works, and interviews you are ready for.

• Cloud computing

  Hosting, storage, deployment and cost control, explained for people who are not sysadmins but have to pay the bill.

  Choosing a region and a plan · Deployment and storage · Cost and security basics

• HR and marketing

  Hiring, onboarding, campaigns and the paperwork, with AI drafting the material and the team making the call.

  Hiring and onboarding · Campaign and content operations · Internal communication

• Influencer career accelerator using AI

  Content systems, brand deals, pricing and a portfolio, built for one person with a phone and a point of view.

  Content systems · Brand deals and pricing · Portfolio and outreach