Now accepting early access: built for CS students, fresh grads & entry level engineers.

You Know Algorithms
and Data Structures.
Now Every Project You Build
Should Be AI-Powered.

You spent years learning the CS fundamentals. But while you were studying, the industry moved, companies now want engineers who can ship AI-powered products. Built specifically for CS students and fresh graduates, not senior engineers. This is your bridge from classroom to career.

9
Real-World Challenges
3
Skill Tiers
8
AI Credentials
Career Upside
ai-forge-challenge.py
# Challenge B1: Smart Receipt Scanner
import anthropic
 
client = anthropic.Anthropic()
 
response = client.messages.create(
  model="claude-sonnet-4-5-20250929",
  messages=[{
    "role": "user",
    "content": extract_receipt(image)

You Did Everything Right.
The Game Changed Anyway.

You passed your exams, built your CRUD apps, survived data structures. But the job market you're graduating into looks nothing like the one you prepared for.

01

Internships are disappearing

Companies are using AI to handle tasks that used to go to interns and junior devs. Your seniors had it easier — they graduated into a market that still needed people to write basic CRUD apps. That market is shrinking fast.

02

Your portfolio looks like everyone else's

A to-do app. A weather app. An e-commerce clone. Every fresh grad has the same projects. Meanwhile, companies are desperate for anyone who can build AI-powered features — chatbots, smart search, document processing. Almost nobody coming out of university can.

03

Nobody's training you for this

Your university didn't teach AI engineering. YouTube tutorials stop at "call the API." Every AI course out there targets senior developers with 5+ years of experience. There's nothing built for where you actually are right now.

Replace Your To-Do App
With AI-Powered Projects.

Every challenge is modeled after what a tech companies actually need built. Complete them and your portfolio looks nothing like your classmates'.

Beginner

Smart Receipt Scanner

Upload a receipt photo, AI extracts structured data. Your first LLM API integration with multimodal input.

LLM API Vision Parsing
Beginner

Business FAQ Chatbot

Build a customer service bot for a e-commerce store with guardrails and conversation memory.

Prompting Guardrails Chat
Beginner

Content Classifier

Classify 200 Nigerian news headlines by topic and sentiment. Learn few-shot prompting and evaluation.

Classification Evaluation Batch
Intermediate

RAG Legal Assistant

Build a retrieval-augmented system that answers questions about USA labor law with citations.

RAG Embeddings Vectors
Intermediate

Data Analysis Agent

AI agent that answers business questions by autonomously calling data tools and generating visualizations.

Agents Tool Use Reasoning
Intermediate

Prompt Pipeline

Multi-model content pipeline with evaluation harness comparing cost, quality, and latency trade-offs.

Chaining Eval Cost Mgmt
Advanced

Fraud Detection System

Real-time AI classification of mobile money transactions with human-in-the-loop review and monitoring.

Real-time AI Queues HITL
Advanced

Multi-Tenant AI Platform

Build an AI-as-a-Service product: API keys, per-tenant knowledge bases, usage metering, billing.

Platform Multi-tenant Billing
Advanced

Document Processing

Intelligent document pipeline for KYC: OCR, LLM extraction, validation, and audit logging at scale.

Doc AI OCR Pipeline

From Your Last Exam to
Your First AI Product

You already know how to code. This picks up right where university left off and takes you where the industry actually is.

1

Foundations

3 Challenges · 2-3 Weeks

Your first LLM API call. Prompt engineering. Structured outputs. You'll realize AI integration is way more accessible than you thought — your CS background already gave you the hard part.

2

Production Patterns

3 Challenges · 3-4 Weeks

RAG systems. AI agents with tool use. Multi-model pipelines. These are the patterns that separate "I've used ChatGPT" from "I've built AI products." Your classmates won't have these skills.

3

System Design

3 Challenges · 4-6 Weeks

Real-time AI at scale. Multi-tenant platforms. Document processing pipelines. Complete this tier and you're not competing for junior roles anymore — you're the candidate companies didn't expect to find.

Built For Students
and Fresh Graduates.

Every AI course targets senior engineers. This is the only program designed for where you actually are right now.

🏗️

Starts Where University Ends

You already know how to code. We don't waste your time re-teaching loops and functions. We start with your CS foundation and build AI engineering skills directly on top of it.

🌍

Real Problems, Real Projects

Fintech fraud detection. Legal document processing. E-commerce intelligence. These aren't abstract exercises — they're problems companies will pay you to solve once you know how.

A Portfolio That Gets You Hired

Forget certificates. Every completed challenge becomes a verified project in your portfolio — with code employers can review and quality scores they can check. This is proof you can build, not proof you watched videos.

Your Classmates Are Sending
Applications. You Should Be
Shipping AI Products.

Join the waitlist. Be first to start building when we launch.

No spam. No fees to join. We'll email you once when early access opens.

You're on the list!

We'll notify you when early access opens. Share with a coursemate who needs to see this.

Join 0 developers on the waitlist