ML engineering workbench

Cyberjaya · Malaysia

Machine Learning Engineering
Built Around the Hardware

cindras delivers structured ML engineering training where hardware constraints shape every lesson. Practical labs, real workloads, and engineering discipline — from foundations to corporate cohort delivery.

+60 19-635 7280 [email protected] Cyberjaya, Selangor

// Training Programmes

Three Tracks, One Engineering Standard

Each programme is built around hands-on practice, with hardware awareness woven into every module, lab, and project.

Foundations Programme

Foundations Programme

A structured training programme covering machine-learning engineering with attention to how workloads use hardware, taught through lessons and practical exercises. Multi-week scope with module materials, labs, and reference notes.

  • Hardware-aware ML concepts
  • Practical labs and exercises
  • Module materials and reference notes
RM 500 Enquire
Applied Engineering Track

Applied Engineering Track

A deeper, hands-on track where learners work through representative engineering projects with a hardware-aware lens. Suited to practitioners ready for applied practice — with project labs, sample datasets, and instructor support.

  • Representative engineering projects
  • Sample datasets included
  • Instructor support throughout
RM 2,100 Enquire
Corporate Cohort Programme

Corporate Cohort Programme

A tailored cohort programme delivered to an organisation's engineers, focused on their learning goals around hardware-aware ML engineering. Suited to companies upskilling teams together — includes planning, delivery, and a reference handbook.

  • Tailored to your organisation's goals
  • Planning and full delivery included
  • Reference handbook for your team
RM 4,500 Enquire

// Why cindras

What You Get From the Workbench

Hardware-First Curriculum

Every topic is taught with attention to how ML workloads interact with compute hardware — not just algorithms in isolation.

Lab-Based Learning

Labs and project work sit at the centre of each programme. Concepts are applied immediately, not deferred to a follow-up exercise.

Reference Materials Included

Each programme includes module notes and reference material that participants keep after the training ends.

Practitioner-Led Instruction

Sessions are led by engineering practitioners who work with these systems, not generalist trainers reading from slides.

Corporate Delivery Options

Organisations can run a tailored cohort for their teams, with content scoped to their engineering context and objectives.

Based in Cyberjaya

Situated in Malaysia's technology corridor, cindras draws on the talent and community in Cyberjaya's engineering ecosystem.

// Next Step

Ready to Work at the Engineering Bench?

Whether you are an individual developer building applied skills or an organisation planning team upskilling, there is a programme structured for your path.

// Common Questions

Frequently Asked Questions

What prior knowledge do I need for the Foundations Programme?
The Foundations Programme is designed for developers with a working knowledge of Python and basic programming concepts. Prior experience with ML frameworks is helpful but not a requirement before joining.
How long does each programme run?
Each programme runs across multiple weeks. The Foundations Programme and Applied Engineering Track follow a structured multi-week schedule. The Corporate Cohort Programme duration is planned with the organisation during scoping. Contact us for a detailed session outline.
Are sessions held on-site in Cyberjaya?
Individual programmes are conducted at our facility in Cyberjaya, Selangor. Corporate Cohort Programmes can be delivered on-site at the organisation's premises depending on scope and arrangement.
What does "hardware-aware" mean in practice?
It means that training content covers how ML workloads behave on actual compute hardware — memory bandwidth, compute utilisation, data movement, and the engineering choices that follow from those constraints. Participants leave with a clearer picture of why hardware decisions matter in production ML systems.
How do I enrol or request a corporate programme?
Use the contact form on this page or call us directly at +60 19-635 7280. For corporate enquiries, let us know your team size and general objectives and we will arrange a planning call.
Is there a fee difference for corporate cohort delivery?
The Corporate Cohort Programme is priced at RM 4,500 and covers planning, delivery, and a reference handbook for the team. This is a cohort-level fee rather than per-seat pricing. Reach out for a detailed scope discussion.

// Find Us

Our Location

Persiaran APEC 12, 63000 Cyberjaya, Selangor

// Enrol or Enquire

Get in Touch

Contact Details

Address

Persiaran APEC 12
63000 Cyberjaya, Selangor, Malaysia

Working Hours

Monday – Friday: 9:00 AM – 6:00 PM
Saturday: 9:00 AM – 1:00 PM
Sunday: Closed

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