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Real ML Skills.Get Hired.

Outcome-focused bootcamps for university students, career switchers, and engineers who want production-ready ML experience. Not toy notebooks.

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2,500+ trained across

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Impact

2,500+

People trained through Zuu Crew, from campus cohorts to engineers levelling up for production ML.

Read student stories
6Bootcamp tracks

Three live ML and AI cohorts plus three data engineering programmes on the waitlist: warehouse design, pipelines at scale, and big data on the cloud.

1Lead instructor

Isuru Alagiyawanna leads every cohort in production ML and AI engineering, from someone who ships systems day to day.

66+Curriculum modules

Structured depth across ML, AI engineering, and upcoming data engineering tracks, with theory tied to hands-on milestones.

10+Portfolio projects

Capstones and builds you can talk through in interviews with artifacts, not bullet points.

Stack

ML · MLOps · LLMs

What cohorts actually ship with

Focus

Outcomes

Hiring-ready work, not certificate collecting

Instructor

Meet Your Mentor

Isuru Alagiyawanna

Isuru Alagiyawanna

Lead Instructor & Head of AI Engineering

Isuru leads Zuu Crew's technical direction and curriculum design. He has trained students and professionals across practical machine learning, MLOps, and AI engineering systems with a strong emphasis on shipping production-grade work.

  • BSc Electronic & Telecom Engineering (University of Moratuwa)
  • MSc Big Data Analytics (Robert Gordon University, UK)
  • Head of AI Engineering - Veracity Group
  • Certifications: TensorFlow, AWS ML Engineer, IBM AI Specialist

Reviews

Student Stories

Real experiences from students across Sri Lankan universities.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Rumesh Mohan

Senior AI/ML Engineer

Zuu Crew built me a structured roadmap from scratch. Result: nearly 50 interviews and placements at multiple companies. They don't just teach, they transform.

Isuru Chathuranga

Top 3 Finalist · Production ML Bootcamp

This isn't a notebook course: you build real systems with MLflow, PySpark, Airflow, and Kafka. It's what actually separates an ML engineer from a data scientist.

Start Today

Ready to Build Something Real?

Join a cohort, preview the curriculum, or get on the waitlist for upcoming tracks.