Evaluate LLM output
Datasets, scoring, judges and regression tracking for non-deterministic systems.
Specialist Program
AI Quality Engineering
Testing AI features is not testing software with a chatbot bolted on. Evaluation harnesses, RAG and agent behaviour, non-deterministic output, and the quality bars a team can actually ship against.
- Instructor-led
- Hands-on labs
- Capstone project
- Interview preparation
- Duration
- 4
- Schedule
- WEEKEND
- Mode
- Live online
- Fee
- 60,000
Part of path
Become an AI Quality Engineer
What you'll be able to do
Outcomes, not topics coveredTest RAG pipelines
Retrieval quality, grounding, hallucination checks and failure taxonomies.
Exercise agents
Multi-step tool use, guardrails and behaviour under adversarial input.
Set the quality bar
Thresholds, sign-off criteria and governance a product team will accept.
Syllabus
7 modules- 01
GenAI Foundations for QA
Models, tokens, context, temperature and where non-determinism comes from
- 02
Prompt & RAG Systems
Prompt design, embeddings, vector retrieval and grounding failures
- 03
LLM Evaluation
Evaluation datasets, automated judges, human review and drift tracking
- 04
Agentic Testing
Tool-calling agents, multi-step traces, guardrails and recovery paths
- 05
MCP & Tooling
Model Context Protocol, tool definitions and integration-level checks
- 06
AI Security & Safety
Prompt injection, data leakage, jailbreaks and abuse testing
- 07
Capstone & Interview Preparation
An evaluation harness for a real AI feature, plus mock interviews
Prerequisites & who it's for
- Automation engineers or SDETs comfortable in code
- QA engineers whose product has shipped an AI feature
- Developers who own quality for an LLM application
Instructor
HARI PRASAD
Practising Quality Engineer · years of experience —
Upcoming cohorts
| Start date | Schedule | Timezone | Seats | Reserve |
|---|---|---|---|---|
| 26-SEP-26 | Weekend batch | IST | 45 | Reserve a seat |
| 24-OCT-26 | Weekend batch | IST | 50 | Reserve a seat |
| — | Weekend batch | GST / EST | — | Reserve a seat |
Other specialist programs
View the whole trackFoundationsSoftware Testing FoundationsView programPlaywrightPlaywright Automation EngineeringView programSDETModern SDET EngineeringView programArchitectureTest Architecture & QE LeadershipView program
Also taught as specialist modules
- Selenium
- API Testing
- GenAI for QA
- Agentic AI Testing
- DevOps for QA
- Cloud Testing
- SQL & Data Quality
Still deciding
Not sure you have the base for AI quality work?
Take the assessment first — it will tell you whether to start here or build automation depth first.
Talk to a mentor
Fifteen minutes with an engineer who teaches this program.
Ask about the stack, the workload and whether your background is enough to keep pace.
- Next available slot
- Checking…
- Typical response
- Within one working day