projects

thank you to cursor, openai, make.com, anthropic, vercel, github, supabase, and firecrawl for helping this non-technical girl build.

document verification for mortgage brokers

  • A desktop AI tool that helps mortgage brokers review borrower documents faster, more accurately, and with full privacy
  • Built with Tauri + Rust and a React/TypeScript frontend; it runs gpt-oss locally so no sensitive data enters the cloud
  • Brokers can upload documents, get structured risk insights, spot missing info, and export polished reports
  • Tackles a $25B+ global market, starting with mortgages but extensible to insurance, visas, and beyond
  • Worked alongside a startup CTO to build this
document verification for mortgage brokersdocument verification for mortgage brokers

error diagnostics for truck dashboards

  • A local AI dashboard app that helps truck drivers diagnose and fix vehicle issues instantly, even without internet
  • Runs fully offline with gpt-oss, combining diagnostics + maintenance agents, voice-driven, and RAG-enhanced manuals for brand-specific, accurate guidance tailored to each truck
  • Built with Tauri + Rust and a React/TypeScript frontend for speed, portability, and potential in-dash integration
  • Tackles the $2T global freight market, reducing breakdowns, fines, and delays while empowering drivers directly
  • Worked alongside an engineer to build this
error diagnostics for truck dashboards

lead email search workflow

  • Building a database of every tourism business in the world
  • Built a 7-step production pipeline to extract verified business emails from large datasets
  • Used parallel web scraping, GPT classification/search, and DNS checks to find reliable contacts
  • Designed a resumable, memory-safe system with Parquet streaming and batched updates
  • Produced consolidated Parquet + CSV outputs for downstream lead generation
lead email search workflow

missive email drafting assistant

  • Developed a webhook-based Missive integration, deployed on Vercel, that connects to OpenAI's Responses API with file search
  • Fetches entire email threads, strips HTML, enriches context with internal documents, and drafts reply emails as Missive drafts

cold email hyperpersonalisation engine

  • Wrote a script to generate hyper-personalised outreach sentences for 200,000 businesses
  • Used GPT to categorise business types
  • Automated processing with batching and error handling for high-volume reliability
cold email hyperpersonalisation engine

financial crime analyst

  • Developed a dashboard to assess applicant risk by cross-checking identity documents and external data
  • Automated verification, search, and risk scoring to streamline compliance workflows for financial crime analysts
financial crime analyst

workshop on building with no-code for customer ops teams

  • Built and led a company-wide workshop (Ops + Engineering) on building with AI and no/low-code
  • Hands-on labs connecting APIs + webhooks to ship working automations/MVPs the same day
workshop on building with no-code for customer ops teams