RAG · Vector search · Local-first LLM pipelines for domain-specific knowledge
Transforming raw data into sharp decisions — and bold ideas into working software, dashboards and AI tools.
Explore Work →Executive dashboards, DAX modelling, and live reporting pipelines that turn messy spreadsheets into decisions.
See projects →RAG pipelines, vector databases and LLM integrations — researched rigorously, built locally, deployed practically.
See projects →API-driven workflows connecting government and Microsoft cloud services — replacing hours of manual admin.
See projects →Based in London, working across data, AI and infrastructure.
I'm a Data Analyst in the pharmaceutical industry, where I design Power BI dashboards, automate reporting pipelines, and keep enterprise IT running — from Intune device management to Microsoft Graph API integrations.
Alongside work, I'm completing an MSc in Computer Science at the University of Greenwich. My dissertation benchmarks AI architectures — RAG, LoRA fine-tuning, and hybrid approaches — for building domain-specific research assistants.
I'm a prototype-first person: when I get an idea, I build it. Whether it's an LLM pipeline, a web app, or a business automation — I'd rather demo something working than present a slide deck.
AI research, web apps, analytics and automation — built to be used, not just shown.
An AI-powered research assistant for a fire-evacuation simulation platform. Benchmarks three architectures — RAG, LoRA fine-tuning and a hybrid — evaluated with RAGAS. Working local-first prototype with document ingestion, vector search and LLM-backed Q&A.
A full parking-management web application built as an enterprise software engineering group project. Led the frontend and integration layer using MVC architecture with GRASP, Strategy and Observer design patterns.
A suite of Power BI dashboards for pharmaceutical operations — a product launch tracker with custom DAX measures and cross-filtering, plus a live change-control task tracker fed directly from SharePoint with robust data-quality handling.
End-to-end onboarding workflow for an accountancy practice — integrating workflow tools with HMRC APIs (OAuth2, agent authorisation) and the Microsoft Graph API for documents, email and storage. Hours of manual admin, automated away.
Industry, academia and entrepreneurship — running in parallel.
Executive dashboards, automated reporting from live SharePoint sources, Intune device management, internal IT documentation, and API-driven process automation.
Postgraduate study with a dissertation on AI-assisted domain research tools — benchmarking retrieval-augmented generation against fine-tuned and hybrid LLM architectures.
Digital projects across family business operations — compliance documentation, server infrastructure, website builds, and product concepts like cloud-based parental control software.
Whether it's data, AI, or a product idea — I'm always up for an interesting conversation. Based in London, working everywhere.
patelsmit2205@gmail.com