Autonomous Enterprise Finance AI Agent
Reads transaction docs, runs variance analysis & SOX testing, and generates leadership-ready Excel/PDF reports. 90%
Open to AI & Automation roles · Batu Pahat, Johor
AI & Automation Engineer
I build Agentic AI that reads documents, reasons & runs the workflow.
Agentic AI, Intelligent Document Processing, and RPA that turn unstructured files into finished, ERP-synced work. Two of them are live below — try them now.
95%IDP extraction accuracy
90%ops efficiency gained
99.9%automation uptime
agent: reasoning… GRN + PI → SQL Acc ✓
delivery_order_pipeline
IngestTelegram · multi-format PDF
OCR + IDPDify · computer vision
LLM reasoningextract → validate → structure
ERP syncActivepieces · SQL Accounting
// live · real inference · zero setup
Don't read about my AI work — use it.
Each demo mirrors a system I've shipped in production. No sign-up, no API key. Rate-limited and abuse-guarded so it stays free.
● Demo 01 — Agentic RAG ▶ open the live demo → ● Demo 02 — IDP ▶ open demo → ● Demo 03 — Observability ▶ view dashboard →
Ask my Finance AI Agent
Grounded in my real projects & experience.
What's your most impactful automation?
At CR Digital I built an IDP pipeline (LLM + OCR) that hit 95% extraction accuracy on complex PDFs, and backend automation that lifted ops efficiency 90%. Want the architecture?
Document → structured data
Paste an invoice / delivery order — watch it extract clean JSON.
VendorAcme Trading
TotalRM 1,240.00
Date18 Feb 2026
Real-time agent telemetry
Live latency, guardrail, and reliability stats from the two demos above.
Requests–
Latency–
Blocked–
// selected engineering projects
Case studies & shipped systems
Click any tile for the problem, the architecture, and the measurable result.
Agentic AI · Gemini 2.5 · Python
Computer Vision · IDP · Data Engineering
Intelligent Delivery Order OCR & LLM Pipeline
Telegram → Dify → Activepieces → SQL Accounting. Eliminated manual GRN & PI creation. 95%
Backend Architecture · RPA
High-Throughput Sales Lifecycle API Orchestration
High-availability API sync for sales registration and commission submission in IFCA property systems.
WebAuthn · Biometric Security · Enterprise SaaS
WebAuthn Biometric Approval Workflow
Passwordless biometric authentication securing high-stakes document approvals in production.
Angular · Java · PostgreSQL
Sales Order Automation Platform
Order-submission form, approval logic, and ERP sync with automated notifications.
// experience
The path so far
Senior AI Software Engineer
SL Information System Sdn. Bhd. · 03/2026 — Present
Engineered SkyRidge's LLM document-extraction module (Gemini 2.5, ~90% accuracy) and TaskGenius's WebAuthn biometric approval workflow, live with two customers. Built the Sales Order platform's order-submission flow and ERP sync (Angular, Java, PostgreSQL). Maintain 4 inherited RPA/IDP pipelines at 99.9% uptime.
Application Consultant
CR Digital Sdn Bhd · 07/2023 — 02/2026
Architected IDP (LLM+OCR) pipelines at 95% accuracy and backend automation lifting efficiency 90%; led projects to 100% UAT pass.
AI Intern — R&D & Data Analytics
Meta Research Sdn Bhd · 10/2022 — 04/2023
Built RESTful APIs for Label Studio, ML business analysis, and computer-vision annotation for retail object detection.
BSc (Hons) Information Technology — Intelligent Systems / AI
Universiti Utara Malaysia · 2019 — 2023
Gemini · GPT · Llama · QwenAgentic AIRAGVector Embeddings & Semantic SearchLLM Tool-Calling · Prompt EngineeringIDP · Vision-LLM ExtractionComputer VisionWebAuthn / Biometric AuthCyclone RPA & ezIDPUiPathn8nActivepiecesDifyWorkflow AutomationCloudflare Workers · Workers AIVectorize · D1 · KV · TurnstileServerless ArchitectureClaude CodeAntigravity · CodexPythonJavaPHPJavaScript / TypeScriptAngularAstroSQL / PostgreSQLGit / GitLabPlaywright · Vitestaxe-core · TDD
// let's talk Have a role or a process
Have a role or a process
worth automating?
I reply within a day. Tell me what you're building and I'll tell you how I'd approach it.