AI Development & Automation
From core programming through RAG systems, AI agents, and enterprise workflows.
Programme Overview
A comprehensive, hands-on curriculum that takes learners through full-stack software development, REST APIs, Supabase PostgreSQL, vector databases (pgvector), retrieval-augmented generation, supervised AI agents, and production deployment with automated CI/CD.
Demonstrated Learning Outcomes
Delivery Format & Pedagogy
- Live weekly practitioner engineering sessions & office hours
- Super AI Tutor available 24/7 with curriculum-grounded Socratic guidance
- Sandboxed project workspaces with automated unit test assertions
- Offline-first PWA sync for low-bandwidth study
- Basic familiarity with programming logic (variables, loops, functions).
- Development laptop meeting minimum specs (16GB RAM recommended for local models).
- Commitment of 10–12 hours per week for live labs, coding workbooks, and mentor reviews.
Continuous competency verification: Each module requires passing a 20-minute diagnostic check (>=70%) and executing an automated unit test suite. Final milestone credential requires an aggregate rubric score >=80% evaluated across Architectural Soundness, Security, Test Coverage, and Code Quality.
Structured Project Roadmap & What You Will Build
Every project runs in an isolated sandbox with automated unit test assertions and rubric-based mentor reviews.
Capstone 1: Enterprise Grounded Knowledge Retrieval Engine (pgvector)
Construct a multi-tenant document ingestion and semantic search engine with recursive chunking (500 tokens, 10% overlap), HNSW index optimization, and tenant-isolated distance queries (<150ms latency target).
- HNSW Vector Index Migration Script
- Recursive Overlap Chunker
- Multi-Tenant Similarity Function
- Automated Vitest Assertion Suite
Capstone 2: Supervised AI Customer Support Dispatcher
Build an autonomous agent that parses inbound customer support tickets, checks account status against database tools, drafts responses, and enforces loop boundaries with instructor escalation.
- Strict Zod Tool Schema Validator
- Bounded Execution Loop Harness
- Human-in-the-loop Escalation Route
- Mock Ticket Ingestion Suite
Capstone 3: Production CI/CD & Multi-Stage Docker Deployment
Deploy your enterprise AI platform with automated continuous integration, unit test verification, multi-viewport Playwright E2E journey checks, and zero-downtime production builds.
- Multi-Stage Dockerfile
- GitHub Actions CI/CD YAML
- Playwright Smoke & Visual Tests
- Public Verification Registry Link
Complete Curriculum Syllabus
Module 1: Software Architecture & Advanced Python
- Clean Architecture & System Boundaries
- Asynchronous Programming (asyncio)
- Type Systems & Boundary Validation with Pydantic
- Git Workflows & Version Control
Module 2: Databases, Relational Modeling & RLS
- PostgreSQL Relational Schemas & Foreign Keys
- Row Level Security Policies for Multi-Tenant SaaS
- Database Migrations, Indexing & Seed Data
- Automated Database Penetration Testing
Module 3: Retrieval-Augmented Generation (RAG) & pgvector
- Vector Embeddings & Semantic Distance (<=>, <#>)
- PostgreSQL pgvector HNSW vs IVFFlat Optimization
- Context Chunking Strategies (Token windows & overlap)
- Multi-Tenant Pre-filtering & Confidence Thresholds
Module 4: Supervised AI Agents & Tool Calling
- Structured Output Enforcement with Zod
- Bounded Execution Loops & Token Budgets
- Human-in-the-Loop Safeguards & Tool Approval
- Prompt Injection Defense & Jailbreak Filtering
Module 5: Capstone Project & Production Deployment
- Containerization (Docker multi-stage builds)
- Automated Testing (Vitest & Playwright E2E)
- Production Next.js 16 Optimization
- Cryptographic Credential Generation & Portfolio Verification
Tuition Fees & Payment Plans
Transparent tuition with monthly instalment options. Staged cohort admissions.
AI Development & Automation
8-Month Programme • Applications Opening Soon
Instalment Plan (AI Development & Automation)
8-month programme
Full Payment
8-month programme
What's included and what's not
Complete transparency across curriculum, hardware, and operational boundaries.
Included
- 8 months of structured, project-based learning
- Access to course materials and offline downloads
- Project reviews and a platform-issued completion certificate once criteria are met
- Access to TalentXcel, CHATR and Nuty Tales
Not included or not guaranteed
- Jobs, salary levels, exam results or business income
- Accreditation by a university or government body
- Any hardware beyond what’s confirmed in your admission agreement
Proposed offer. Fees, laptop specifications and final terms are confirmed before enrolment.