Projects that move the needle

Problem

Businesses were spending thousands on custom chatbots that produced generic, unhelpful responses with no analytics or control.

Solution

Web-based platform with RAG pipeline, no-code chatbot creation, 4 deployment methods, and a real-time analytics dashboard.

Problem

Staff wasted hours searching fragmented policy documents, missed entitlements, and overwhelmed support offices with repetitive queries.

Solution

Two-layer AI architecture — ML classifier routes to FAQ engine or full RAG pipeline. Source citations shown with every answer. Policy change notifications. Feedback loop.

Problem

Applying for EU/ERDF grants is complex, multi-stakeholder, and high-stakes. No proper tool existed for the full lifecycle.

Solution

Dual-runtime architecture (Next.js + FastAPI). 4 application types, schema-driven editors, AI writing assistant, streaming validation, RAG chat, real-time collaboration via Socket.IO, and de minimis compliance tracking.

Problem

Needed a public portal for lead generation and an internal CRM for the sales team — both integrated and in real-time sync.

Solution

AI property chatbot, advanced search and filters, project showcases, agent directory, full CRM with lead pipeline, property inventory CMS, and agent management.

Problem

1.5 billion people with hearing loss have no real-time, context-aware solution for video content accessibility.

Solution

Full voice AI pipeline — audio extraction, multilingual speech-to-text via Groq Cloud, NLP context analysis, sign language mapping, Three.js 3D avatar rendered live inside the video frame.

Problem

Needed a consumer marketplace, brand self-service portal, and super admin control centre — all integrated with real-time inventory.

Solution

Three portals sharing one Firebase backend. Super admin controls all content and brand approvals. Brands self-manage products, categories, and stock. Customers see real-time inventory.