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Skills beat slides.

Real ML Skills.Get Hired.

Outcome-focused bootcamps for university students, career switchers, and engineers who want real Machine Learning & AI Engineering experience, not another notebook course.

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Receipts beat hype.

Outcome-focused bootcamps and instructor time you can measure, not vanity slides or endless theory.

1,000+

Students trained

3

Bootcamp Series

9

Core bootcamps

70+

Curriculum modules

10+

Portfolio projects

100+

Hours of guided learning

Us, unfiltered.

Sri Lanka's first
Machine Learning academy.

Zuu Crew AI transforms aspiring and experienced professionals into industry-ready AI & ML engineers. We specialize in practical skill-building, measurable portfolio outcomes, and real-world execution.

Every curriculum is designed by AI engineering leaders with one focus: what do hiring managers and engineering teams expect from a candidate today? We reverse-engineer from industry demand: hands-on projects, structured mentorship, and tangible portfolio deliverables that speak in interviews.

Practical
Real systems, not notebooks. Every week ships something runnable.
Production-ready
The same tools used in industry: MLflow, Airflow, Kafka, LangGraph.
Outcome-focused
Portfolios you can defend in interviews. Capstones designed for review.
Mentor-led
Live sessions with senior AI engineers. Direct feedback on your code.

Coach, not keynote.

Isuru Alagiyawanna
Founder & Lead Instructor.

Isuru Alagiyawanna, Founder and Lead Instructor at Zuu Crew AI, speaking at an event.
FIG. 02 · ISURU A.COLOMBO · 2026

With deep experience in Applied Machine Learning Systems and AI Engineering, Isuru spearheads Zuu Crew AI's technical direction and is dedicated to guiding students in shipping production-grade AI solutions.

EDUCATION
BSc Electronic & Telecom Engineering
University of Moratuwa
POSTGRAD
MSc Big Data Analytics
Robert Gordon University, UK
ROLE
Head of AI Engineering
Veracity Group
CERTIFIED
TensorFlow · AWS ML Engineer · IBM AI Specialist
Technical Faculty

Associate instructors

More builders in the room for sessions, reviews, and project work.

Dulanga Jayarathna, Associate Tech Lead and Zuu Crew AI associate instructor.
Associate Instructor

Dulanga Jayarathna

Associate Tech Lead
PickMe | Digital Mobility Solutions Lanka Limited

Dulanga leads the Zero to Data Engineer pathway, with hands-on experience building scalable data systems.

MSc in Big Data Analytics (Merit) : Robert Gordon University, UK
BSc (Hons) in Information Technology : University of Moratuwa
Associate Tech Lead : PickMe | Digital Mobility Solutions Lanka
Nadun Wijekoon, Assistant Manager of Data & Analytics at Cargills Ceylon PLC and Zuu Crew AI associate instructor.
Associate Instructor

Nadun Wijekoon

Assistant Manager · Data & Analytics
Cargills Ceylon PLC

Nadun brings industry analytics practice from retail and business operations to the Zero to Data Analyst pathway.

BBSc (Hons) Specialized in Business Analytics : University of Moratuwa
MSc in Data Science & Artificial Intelligence : University of Sri Jayawardenepura (Reading)
Assistant Manager, Data & Analytics : Cargills Ceylon PLC
Eranda Wijewantha, Data Analyst at CryptoWorth Corporation and Zuu Crew AI associate instructor.
Associate Instructor

Eranda Wijewantha

Data Analyst
CryptoWorth Corporation

Eranda teaches on the Zero to Data Analyst pathway, with applied data science experience from industry analytics work.

BSc (Hons) Data Science : Coventry University
Data Analyst : CryptoWorth Corporation

What prod actually runs.

Industry-grade tools,
used the way teams use them.

Across all bootcamps · 30+ tools covered
FOUNDATIONS OF ML
PythonNumPyPandasscikit-learnMatplotlibAlgebraCalculus
PRODUCTION READY ML / MLOPS
MLflowApache PySparkApache AirflowApache KafkaDockerAWS ECS
AI ENGINEERING
LangChainLangGraphHugging FaceComet/OpikMCPLiveKitDeepgramSupabaseQdrant

Pick a lane. Ship the proof.

From beginner to job-ready
in months.

Bootcamps are standalone intensives. Pathways are sequenced series you can take in order, or one at a time.

Choose your format

Pathway

Zero to Data Engineer

Modern data infrastructure, scalable pipelines, analytics-ready workflows, and the systems that support serious AI & ML applications.
Data Warehouse Design Fundamentals cover.
Data Engineer
BeginnerRecording

Data Warehouse Design Fundamentals

Beginner10 Weeks8 MODULES
PostgreSQLdbtSnowflakeBigQuery
View program
Building Data Pipelines at Scale cover.
Data Engineer
IntermediateStarting soon

Building Data Pipelines at Scale

Intermediate10 Weeks8 MODULES
AirbyteAirflowSparkKafka
View program
Big Data on the Cloud cover.
Data Engineer
AdvancedIncoming

Big Data on the Cloud

Advanced10 Weeks8 MODULES
AWSGCPAzureTerraform
View program
PathwayRegistration open

Zero to Data Analyst

From zero to job-ready analyst in three stages: Excel & SQL, decisions with Python and Power BI, then production BI. Registration open.
Data Foundations: Excel & SQL cover.
Data Analyst
BeginnerStarting soon

Data Foundations: Excel & SQL

Beginner5 Weeks4 MODULES1 CAPSTONE
ExcelSQLPivot TablesData Quality
View program
Data Analyst: From Data to Decisions cover.
Data Analyst
IntermediateComing Soon

Data Analyst: From Data to Decisions

Intermediate10 Weeks5 MODULES1 CAPSTONE
PythonStatisticsPower BIDAX
View program
BI Engineer: Production BI cover.
BI Engineer
AdvancedComing Soon

BI Engineer: Production BI

Advanced10 Weeks7 MODULES1 CAPSTONE
FabricStar SchemasAzureAdvanced DAX+1
View program

Stay tuned. This one is live fire.

Upcoming
workshops.

Short, hands-on sessions outside the core series. First up: fine-tuning, for real.
Free workshopComing Soon

LLM Fine-Tuning Workshop

Take control. Fine-tune. Build what matters.

  • Understand

    Learn the core concepts behind LLM fine-tuning.

  • Hands-on

    Work with real datasets and industry-ready models.

  • Build & deploy

    Fine-tune, evaluate, and deploy your own model.

Dates are not locked. Join the community and we will ping you when registration opens.

Stay tuned

Sanity check before checkout.

This is not for you if:

  • You only want theory decks: zero shipping code or systems.
  • You plan to skip labs, capstones, or mentor review sessions.
  • You expect fully async learning with no cohort accountability.
  • You want a certificate without portfolio-grade artifacts.
  • You are not ready to apply each week to a real project thread.

This is for you if:

  • You want a clear path from foundations to deployable ML & AI work.
  • You are a student, switcher, or engineer craving structured intensity.
  • You learn best with live feedback, code review, and deadlines.
  • You care about industry-shaped tooling, not toy notebooks alone.
  • You will protect weekly focus time to build interview-ready proof.

They said it louder than we could.

Real outcomes,
real careers.

FIELD NOTE 01 / 05

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.

Isuru Chathuranga
Top 3 Finalist · Production ML
Portrait of Isuru Chathuranga

Free samples. Bring side-eye.

Watch first.
Decide later.

Visit YouTube channel
FULL TALKFEATURED · WEBINAR

The AgenticOps Unlocked

Agentic operations in practice: how teams ship and run agentic AI systems with confidence.

YOUTUBE · FREE INTRO
Foundations of ML

Start your ML journey with the Foundations bootcamp free intro class.

INTRO
YOUTUBE · FREE INTRO
Production ML systems

From model builder to ML engineer: shipping reliable ML in production.

INTRO
YOUTUBE · FREE INTRO
AI Engineer essentials

Production-ready multi-agent voice systems: free intro walkthrough.

INTRO
YOUTUBE · FREE INTRO
Zero to Data Engineer

Complete overview of the Zero to Data Engineer bootcamp series, covering what you'll build and learn.

OVERVIEW

Live on Medium.

Deep dives into production-ready
AI & ML.

More on Medium
FOUNDATIONSARTICLE

What is machine learning?

MEDIUM
REGRESSIONARTICLE

What is linear regression?

MEDIUM
REGRESSIONARTICLE

What is polynomial regression?

MEDIUM

Real answers, fast.

Frequently asked.

Talk to us on WhatsApp

Zuu Crew AI is Sri Lanka's first dedicated Machine Learning academy, focused on transforming individuals into industry-ready AI and ML engineers by emphasizing practical, project-based, and production-ready skills.

University students, career switchers, and engineers seeking hands-on, deployable Machine Learning and AI Engineering experience.

Three AI / ML Engineer bootcamps: Foundations of ML, Production ML (MLOps), and AI Engineer Essentials (LLMOps & Agent Systems). Two pathways sit beside them: Zero to Data Engineer (warehouse design is available as recordings; pipelines starting soon; cloud incoming) and Zero to Data Analyst (registration open: Data Foundations starting soon, plus From Data to Decisions and Production BI).

AI / ML Engineer bootcamps run 10 to 12 weeks. Zero to Data Engineer stages run 10 weeks each. Zero to Data Analyst stages run 5 to 10 weeks.

Industry-standard tools and frameworks like MLflow, Apache PySpark, Apache Airflow, Apache Kafka, Unsloth, Hugging Face, LangChain, LlamaIndex, and LangGraph: focused on building reproducible pipelines and RAG systems.

Isuru Alagiyawanna, Head of AI Engineering at Veracity Group, MSc in Big Data Analytics, with multiple professional certifications (TensorFlow, AWS ML, IBM AI).

Build now. Regret never.

Enroll COHORT 04 NOW OPEN

Take the next step in your ML & AI journey with a bootcamp built around practical execution, guided progress, and real portfolio outcomes.

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