Six AI tracks. Every one ends with a partner project.
Pick the kind of work you want to do after college. Each track runs online and in our office, and every plan works with every track.
AI Engineering & LLM Systems
Build the system around the model: retrieval, evaluation, guardrails and deployment.
- Python
- FastAPI
- Claude & OpenAI APIs
- LangGraph
Agentic AI & Workflow Automation
Design agents that plan, use tools and hand off to people at the right moment.
- Python
- n8n
- Claude Agent SDK
- LangGraph
Machine Learning & Data Science
From messy spreadsheets to a model someone can use, with the statistics to back it.
- Python
- Pandas
- SQL
- scikit-learn
AI Security & Cyber Defence
Break AI systems on purpose, then build the defences that stop it.
- Python
- Burp Suite
- OWASP LLM Top 10
- garak
Deep Learning & Computer Vision
Teach machines to see: detection, segmentation and vision-language models.
- Python
- PyTorch
- OpenCV
- Ultralytics YOLO
Full-Stack AI Product Development
Build and launch a complete AI web app: front end, back end, payments and all.
- TypeScript
- Next.js
- Tailwind CSS
- Postgres
Which track fits you?
Start from what you already know and the job title you want.
| Track | You should know | Main tools | Roles it leads to |
|---|---|---|---|
| L1AI Engineering & LLM Systems | Comfortable writing Python functions and classes. Basic Git and command line. | Python, FastAPI, Claude & OpenAI APIs, LangGraph, pgvector | AI Engineer, LLM Application Developer, ML Platform Intern, Backend Engineer (AI) |
| L2Agentic AI & Workflow Automation | Basic Python. Curiosity about how business processes run. | Python, n8n, Claude Agent SDK, LangGraph, MCP | AI Automation Engineer, Agent Developer, Solutions Engineer, Operations Analyst (AI) |
| L3Machine Learning & Data Science | School-level statistics. Basic Python (we cover the rest in week 1). | Python, Pandas, SQL, scikit-learn, XGBoost | Data Analyst, ML Engineer (Junior), Data Scientist Intern, Business Analyst |
| L4AI Security & Cyber Defence | Basic Python. Understanding of how websites and APIs work. | Python, Burp Suite, OWASP LLM Top 10, garak, PyRIT | AI Security Analyst, Application Security Intern, SOC Analyst, Security Engineer (Junior) |
| L5Deep Learning & Computer Vision | Python and NumPy. Comfort with matrices and basic calculus. | Python, PyTorch, OpenCV, Ultralytics YOLO, Label Studio | Computer Vision Engineer, Deep Learning Intern, ML Engineer, Embedded AI Developer |
| L6Full-Stack AI Product Development | HTML, CSS and some JavaScript. Willingness to learn TypeScript. | TypeScript, Next.js, Tailwind CSS, Postgres, Prisma | Full-Stack Developer, Product Engineer, Frontend Engineer (AI), Founding Engineer |
Not sure which track?
Tell us what you've studied and what you enjoy. A counsellor will suggest a track and a plan that fit your semester.
- We check which plan fits your semester and college's credit rules
- You get the syllabus, schedule and fee details on WhatsApp
- You decide. Paying happens only when you're ready