appa
Founding a new B2C proptech business, applying AI expertise to create solutions for obtaining planning permission across the country. We are automating and reducing bureaucracy and paperwork, so homeowners can build their dream homes.
Projects
Projects & highlights
Summaries below are intentionally high-level. If you would like demos, architecture notes, or NDA-friendly detail, I would be glad to share more directly.
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Layla AI
An agentic B2B recruitment platform. I built autonomous scrapers to aggregate candidate footprints across GitHub and socials, generating deterministic confidence intervals for high-accuracy, automated shortlisting.
TypeScriptPythonDjangoReactRustTauri -
MentraOS
An intelligence layer for G1 smart glasses. Implemented real-time speaker diarization, business knowledge retrieval (RAG), and auto-scheduling to create a personalized, conversational day-replay system.
CTypeScriptKotlin -
Lightweight cryptography prototype
Dissertation work on encrypting data on resource-limited hardware: C crypto routines integrated with Kotlin through JNI, aligned with NIST LWC-style goals.
CKotlinJNICryptography -
Enterprise research & analytics tooling
Bespoke systems for clients - AI-assisted workflows, data pipelines, and interfaces for market research and financial analysis. Strict NDA-protected.
TypeScriptPythonDjangoFastAPIReactTailwindPostgreSQLMariaDBDocker -
Live campus geocaching platform
Flask-backed web app broadcasting hundreds of concurrent phone positions for a real-time, map-centred game - built as a group project at Exeter.
PythonFlaskWebSocketsMaps