TAIMatrix Academy

Project showcase

Work our learners can defend in an interview

Capstones are scoped like real assignments: ambiguous problems, imperfect data and a demo at the end.

Generative AI assistant
Sample

Enterprise knowledge assistant

Staff waste hours searching scattered internal documentation for answers that already exist.

PythonLangChainVector databaseSupabase
Program
Generative AI and LLM Engineering
Team
Demo team
Mentor
Demo mentor
Retrieval-augmented knowledge bot
Sample

Policy and regulation knowledge bot

Control owners cannot quickly locate the clause of a policy that governs a given process.

Azure OpenAIPythonSQL
Program
Enterprise AI for Banking and Internal Audit
Team
Demo team
Mentor
Demo mentor
Agentic workflow
Sample

AI operations agent

Repetitive operational triage consumes analyst time that should go to exceptions.

CrewAILangGraphn8nREST APIs
Program
Agentic AI and Intelligent Automation
Team
Demo team
Mentor
Demo mentor
Data-quality monitoring
Sample

Data-quality monitoring solution

Reporting breaks silently when upstream data quality degrades.

PythonPandasSQLPower BI
Program
Python for Data Science
Team
Demo team
Mentor
Demo mentor
AI audit assistant
Sample

AI audit assistant

Audit teams need consistent evidence review across a growing AI inventory.

PythonLLM APIsEvidence templates
Program
AI Governance, Risk and Responsible AI
Team
Demo team
Mentor
Demo mentor
Prediction model
Sample

Machine-learning prediction model

Demand volatility makes manual planning unreliable across regions.

Pythonscikit-learnMLflow
Program
Advanced Machine Learning and Deep Learning
Team
Demo team
Mentor
Demo mentor
Analytics dashboard
Sample

AI-powered analytics dashboard

Campaign performance is spread across tools with no single view of contribution.

PythonGoogle AnalyticsPower BI
Program
AI-Powered Digital Marketing
Team
Demo team
Mentor
Demo mentor
Multimodal processing
Sample

Multimodal document-processing solution

Scanned documents and forms need structured extraction with human review.

PythonMultimodal modelsSupabase
Program
Generative AI and LLM Engineering
Team
Demo team
Mentor
Demo mentor
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