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Automation & AI Engineer
Applied AI Engineer shipping production LLM systems with automation and rigorous evaluation.
GermanyAutomation & AI Engineer at GULSANCO SDN BHD
Built a Python-based read-only MCP server for a legacy warehouse-management system to enable LLM natural-language reporting and automated inventory dashboards. Automated WhatsApp-based customer workflows and Shopify-admin-driven promo campaign flows using structured LLM prompt systems and paid-media optimization.
PythonMCP (Model Context Protocol)DashboardingWhatsApp Business PlatformMeta TikTok Lead UnificationShopify Admin APIQR to WhatsApp Lead FlowDiscount Code AutomationPaid Media StrategyMarketing Automation
Worked with the Information Retrieval Research Group on transformer-based NLP for mental-health detection as part of the PACAM collaboration under Prof. Fabio Crestani and Prof. Kasturi Dewi Varathan.
Mental Health Detection
Visiting Researcher in the Information Retrieval Research Group under the PACAM collaboration, funded by the Swiss State Secretariat for Education, Research and Innovation (SERI). Worked on transformer-based NLP for mental-health detection.
Master of Data Science (Distinction) with a research stay and rigorous model evaluation as a focus. Completed the degree and graduation/conferred timeline as stated in the education history.
Bachelor of Science (Hons) in Software Engineering, covering core software engineering and technical preparation for applied AI work. Graduated with the listed honors and CGPA.
Developed an AskJeLLM proof of concept for resume feedback and policy Q&A with PII-safe input constraints, including prompt systems and API/session contracts. Evaluated generative AI models for cost, latency, and safety, and led product discovery and data architecture for the BolehJe platform while serving as Scrum Master.
Fine TuningPrompt EngineeringPII Safe Input ConstraintsProduct DiscoveryData ArchitectureScrumAgileJiraConfluence
Developed the UI for an F&B ordering app for kiosk and mobile experiences.
FlutterUI Development
Worked on full-stack .NET development.
.NETFull Stack Developer
Developed a custom Moodle PHP plugin, including documentation and training materials for users.
MoodlePHPDocumentationTraining
Built a Node.js pricing proof of concept backend and developed an Angular UI.
Node.Js DevelopmentAngular
Profile sourced from Himalayas.