DeliveryUnder NDA
Drawing search system for a manufacturer
ClientManufacturer A (building materials)
Defined requirements and scope for a search system covering a large library of technical drawings, designing a hybrid experience that combines drawing metadata with similarity search.
PMEngineerAI/MLPythonLLM/RAGVector DB
PoCUnder NDA
Internal document chatbot for an enterprise
ClientLarge enterprise
Built a PoC RAG chatbot over internal documents for a large enterprise. Implemented a retrieval stack on Azure (AI Search + LLM) and validated the value of internal knowledge search.
EngineerAI/MLPythonLLM/RAGVector DB
DeliveryUnder NDA
Internal chatbot for a major cram school
ClientMajor cram school
Built a RAG-based internal chatbot that searches across policies, FAQs and operations manuals — cutting inbound support load and giving every employee equal access to institutional knowledge.
PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAGVector DB
DeliveryUnder NDA
Inquiry system for a major EC platform
ClientMajor EC platform
Developed an AI inquiry system that auto-responds to order, delivery and returns questions — referencing FAQs and product data through RAG, with escalation paths to human agents.
PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAGVector DB
DeliveryUnder NDA
RFID-driven inspection automation
ClientManufacturer A
Used RFID to automatically record and visualise inspection and inventory progress, removing manual logging and improving both traceability and throughput on the shop floor.
PMEngineerPythonTypeScriptNext.jsReact
DeliveryUnder NDA
Reservation management for a major pet retailer
ClientMajor pet retailer
Built a reservation system for trimming and in-store services that unifies booking with staff and resource scheduling across stores.
PMEngineerTypeScriptNext.jsReact
Delivery
AI personal tutor
ClientEducation provider
Built an AI tutor that adapts to each learner — pinpointing weak spots from learning history, surfacing graduated hints and generating practice problems on demand.
PMEngineerAI/MLPythonTypeScriptNext.jsReactLLM/RAG
DeliveryUnder NDA
Landing page for a real-estate company
ClientReal-estate company A
Planned and built a responsive landing page with SEO and conversion-focused structure to support inquiry generation for a real-estate company.
DesignEngineerTypeScriptNext.jsReact
Delivery
Member management system for a student organisation
ClientStudent organisation
Unified member records, events and schedules in a single system — cutting operational overhead and streamlining information sharing across the organisation.
PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAG
DeliveryUnder NDA
Inquiry system for a real-estate company
ClientReal-estate company A
Developed an AI inquiry system that auto-responds to property and visit-booking questions, referencing listings and FAQs through RAG to automate first-touch lead handling.
PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAGVector DB
DeliveryUnder NDA
Job-hunting app
ClientHR services company
Built a job-hunting companion app that centralises listings and company info while tracking each student's application progress.
PMEngineerDesignTypeScriptNext.jsReactLLM/RAG
PoCUnder NDA
Bank PoC chatbot
ClientFinancial institution (bank)
Delivered a PoC chatbot for in-bank inquiries and policy lookups, validating RAG answer quality and operational fit.
PMEngineerAI/MLPythonLLM/RAGVector DB
Delivery
FLUX — AI agent workspace
Designed, built and pilot-tested FLUX — an AI agent workspace for internal operations.
PMEngineerAI/MLTypeScript