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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
3Live bootcamps

Foundations, production ML, and AI engineering: all shipping real projects, not toy notebooks.

1Lead instructor

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

30+Curriculum modules

Structured depth across the tracks you see below: 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

Coming Soon

Data Engineering Bootcamp

Build resilient data systems and modern analytics infrastructure. Waitlist members get first-cohort pricing.

Join the Waitlist

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.