Everything Printed
on the Front Panel
An overview of what distinguishes Synapt Works from other AI education options, stated without sales pressure.
What You Get
Six Things Worth Knowing Before You Enrol
Specifications in Writing
Every track publishes scope, weekly hours, mentor ratio, number of reviewed exercises and what the completion record will contain — before you pay.
Capped Cohort Sizes
The ratio on the track panel — 1:12, 1:8 or 1:6 — is enforced. Cohorts close when that ratio would otherwise be exceeded.
Malaysian Time Zone Throughout
Live sessions, mentor office hours and cohort communications are all scheduled in MYT. No early morning or late-night calls to reach a mentor overseas.
Production-Oriented Exercises
Exercises use patterns drawn from real engineering work — ablation discipline, experiment tracking, incident simulation — not constructed problems that have no outside referent.
Sequential and Stackable Tracks
Tracks build on one another. Engineers with existing Python-in-production experience may enter at the modelling or deployment level and skip the basics track.
Limitations Stated Plainly
We do not arrange employment, contact hiring organisations or make outcome claims. Our scope is education. This is printed on the school's pages and in the Terms & Conditions.
Expertise
Mentors Who Carry Pagers
The people who designed and deliver the tracks have worked in production environments — network infrastructure, industrial control, ML systems at scale. The exercises on the deployment track were written by an engineer whose job currently includes incident response for a running system.
That background shapes what is emphasised. On the modelling track, honest reporting of what a model does not do is treated as a core skill, not an afterthought. On the deployment track, rollback design and cost reporting receive the same attention as serving architecture.
Mentors drawn from telco, embedded systems and ML infrastructure backgrounds
Track content reviewed and updated between cohorts as tooling evolves
Architecture reviews on the deployment track conducted by practising engineers, not academic reviewers
Written specification for each track — scope, hours, ratio and completion record described before payment
Entry expectations listed per track so learners can self-assess readiness
Peer review circles included in the modelling track for structured peer feedback
Process
How the Tracks Are Structured
Each track follows a defined rhythm: recorded material to read before a session, live discussion to clarify questions, an exercise reviewed by the assigned mentor, written feedback, and a revision cycle before the next unit. The number of reviewed exercises is stated in the track specification.
The completion record at the end of each track is specific. On the deployment track it includes a description of the capstone system and notes on its measured behaviour across the four-week observation window. This is intended to be a useful document, not a trophy.
Value
Transparent Pricing in Malaysian Ringgit
All fees are quoted in MYR and stated before enrolment. There are no additional charges for GPU credits on the modelling track or cloud credits on the deployment track — these are included in the published price.
The three tracks are priced at RM 720, RM 2,640 and RM 4,530 respectively. Refund conditions are set out in the Terms & Conditions and cover situations where you withdraw before the first live session of your cohort.
RM 720
Signal Basics
9 weeks
RM 2,640
Modelling
17 weeks
RM 4,530
Deployment
23 weeks
Comparison
How This Differs From Other Options
| Feature | Typical online course | Synapt Works |
|---|---|---|
| Mentor ratio stated before enrolment | ||
| Live sessions in Malaysian time | ||
| GPU / cloud credits included in price | ||
| Reviewed exercises with written feedback | Varies | |
| Employment outcome claims | Often made | None — scope is education |
| Completion record describes work done | Certificate only |
What Sets Us Apart
Three Things Not Commonly Found Together
Measurement From the First Commit
The modelling track treats experiment tracking and ablation discipline as core skills, not supplementary reading. Learners write ablation reports as a required deliverable, not an optional extra.
Incident Simulation as a Deliverable
The deployment track includes two structured incident simulation exercises. These are not theoretical scenarios — learners practice rollback procedures and post-incident reporting on systems they built.
Capstone Under Live Observation
The capstone system on the deployment track runs in a production-like environment for four weeks. The completion record describes the system and documents its measured behaviour during that period.
Milestones
School Figures as of July 2025
4
Years running
cohorts
210+
Track enrolments
completed
3
Structured tracks
offered
1:6
Best mentor ratio
(Deployment)
Ready to Look at the Specification?
View the full track details or send us a question. No pressure, no countdown — just the information you need to decide.