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Software Engineering

Website developmentBuild a responsive website with its content, form handling and scoped service connections.Web applicationsBuild customer-facing applications and internal business systems with the backend services and APIs they need.Deployment & reliabilityRelease a software, AI or automation system with visible failures, operating guidance and an agreed recovery path.

AI Engineering

Model training & fine-tuningPrepare data and develop models for prediction, classification and language tasks, with an agreed baseline and evaluation.Applied AI workflowsGive models a bounded task inside a system that validates outputs and keeps responsibility clear.

Automation & Integrations

Automation & integrationsConnect existing tools and automate a repeatable process with explicit exception handling.Data extraction & scrapingCollect permitted source information and turn it into structured, reviewable records for an agreed task.
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Selected projects

MonitorscapeRegulatory monitoring and data infrastructure.PastelocityConnected business and e-commerce operations.MemoraPrivate event contributions and media workflows.

Behind the delivery

All case studiesDocumented roles and implementation evidence.Engineering at AxelynSystems, AI infrastructure and technical decisions.

Featured case study

Many sources. One reviewable pipeline.

Backend services, document processing, validation and failure handling for Monitorscape.

Read the Monitorscape case study
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About us

Amin HaiqalSoftware, AI, automation and documented technical work.Contact AminSpeak directly with the engineer responsible.

Engineering & resources

Systems & AI infrastructureImplemented controls and ongoing investigations.Public blueprintsWorking systems and explicitly labelled proposals.Applied AIEvidence, validation and human review.

The engineer behind the work

Amin Haiqal

Software engineer based in Malaysia, working with suitable clients internationally.

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Software Engineering

Website developmentWeb applicationsDeployment & reliability

AI Engineering

Model training & fine-tuningApplied AI workflows

Automation & Integrations

Automation & integrationsData extraction & scraping
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Selected projects

MonitorscapePastelocityMemora

Behind the delivery

All case studiesEngineering at Axelyn
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About us

Amin HaiqalContact Amin

Engineering & resources

Systems & AI infrastructurePublic blueprintsApplied AI
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Software, AI & Automation

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Based in Malaysia · Working internationally

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Website terms

Last updated 5 November 2026

About this website

Axelyn is a software engineering, AI and automation practice operated by Amin Haiqal, registration number 202503264439 (PG0577243-P), based in Kuala Lumpur, Malaysia. This website presents website and web application development, model engineering, automation, integrations and deployment and reliability services, alongside selected case studies, Amin’s portfolio and Engineering Lab resources.

Enquiries are not agreements

Sending a project enquiry does not create a purchase or project agreement, start a subscription or promise a delivery date. A separate agreed proposal or contract records the engagement’s deliverables, fees, payment arrangements, acceptance criteria, delivery dates and responsibilities. Existing customer agreements remain in effect according to their terms.

Prices, schedules and support

Published starting prices apply to the eligible scope described for each service and are not a fixed quote for every project. Delivery schedules are illustrative planning examples. Final scope, fees, billing currency and delivery dates are agreed in the project proposal. MYR is the base price; amounts displayed in other currencies are approximate conversions for reference.

Hosting, domains, subscriptions and third-party usage are separate costs where applicable. Each engagement has its own agreed model or workflow deliverables. Hourly website updates and ongoing system maintenance are optional, separately scoped arrangements. Support capacity, service hours, response arrangements and operational ownership are agreed before support begins; scheduled maintenance does not itself include continuous human monitoring or on-call incident response.

Website content

We aim to keep the site accurate, but information may change and may not apply to every task. Case studies describe documented responsibilities and available evidence. Engineering resources distinguish working implementations, private systems, experimental prototypes, proposals and illustrative examples. Publishing an architecture or proposal does not establish that a product is available or that its code is public. Model-assisted outputs can be incorrect; validation and human-review responsibilities are defined for the relevant engagement. No website content guarantees a specific commercial, technical or operational result.

Intellectual property

Unless stated otherwise, Axelyn owns the website’s original copy, design and code. Client and third-party names, interfaces, trademarks and materials remain the property of their respective owners and appear to describe relevant work. You may link to this site, but may not reproduce substantial parts without permission.

Third-party services

This site may link to or use services operated by other providers. Axelyn does not control their availability, security, content or terms. Review a provider’s terms before using its service.

Acceptable use

Do not misuse the site, interfere with its operation, attempt unauthorised access, submit unlawful or harmful material, or use automated requests in a way that disrupts the service.

Liability

The site is provided for general information and enquiry purposes. To the extent permitted by applicable law, Axelyn is not responsible for indirect loss arising solely from reliance on this website or from unavailable third-party services. Existing customer liabilities remain governed by the applicable agreement.

Contact

Questions about these terms can be sent to aminh@axelyn.com.

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Notes from Axelyn

Systems engineering, AI infrastructure and implementation notes.

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