Flagship commercial case study · Projekt Rising
Central Brain
Multi-tenant AI business platform combining company knowledge, persistent memory and authorised actions through connected services.
pythonfastapillm agentshybrid ragmicrosoft graph
Projects
Selected work
Selected commercial systems and personal projects demonstrating applied AI, backend engineering and end-to-end delivery.
Commercial project · Projekt Rising
Subscription Finder
Gmail and Outlook analysis service that extracts subscriptions, renewals and trials from user mailboxes.
pythonfastapioauth 2.0microsoft graphgmail api
Commercial project · Projekt Rising
Competitor Analysis
Co-developed an asynchronous pipeline aggregating seven categories of competitor intelligence — pricing, marketing, reviews, hiring, funding, product, and awards and partnerships — into structured strategic reports.
pythonasyncioaiohttpllmweb data
Commercial project · Projekt Rising
Lead Engine
Lead-discovery and enrichment pipeline using business-search data, Apollo and OpenAI-based ranking.
pythonopenaiapolloenrichmentranking
Personal project
Personal Finance Intelligence
Local-first FastAPI app that categorises UK bank transactions and answers finance questions via guarded text-to-SQL.
pythonfastapisqliteclaudetext-to-sql
Personal project
Multi-Agent Cognition Sandbox
Guardrailed simulation where LLM-controlled agents perceive, reason and act in a tile-based world.
pythonasynciopydanticllm agentspathfinding