Novilla
2025Agentic workflow automation for appraisers
A tool-using agent that does most of an appraiser's work: email automation, ledger and accounts handling, smart payment links, quotations and PDF workflows.
work
A few systems I am proud of. Each one runs in production and does real work for real businesses.
Agentic workflow automation for appraisers
A tool-using agent that does most of an appraiser's work: email automation, ledger and accounts handling, smart payment links, quotations and PDF workflows.
Voice agents and support automation
Production voice agents with sub-second latency: streaming ASR and TTS, smart turn-taking, and follow-up systems that plug into real business workflows.
Contract signing and legal document analysis
Automatic contract signing paired with AI analysis of contracts and legal documents, built for law firms drowning in paperwork.
3D deep learning research
Trained on 3D MRI scans of high-grade and low-grade gliomas. Evaluated across architectures including ResNet3D, reaching 0.88 mAP and 0.71 Dice coefficient on 1024x1024 axial slices.
AI chat product, end-to-end
Designed and built the full product experience: admin dashboard, chat interfaces and QR-code flows, plus onboarding and a scalable multilingual architecture on the OpenAI API.
SaaS content platform for a UK media agency
Complete user journey from landing pages to interactive artist dashboards: real-time leaderboards, API-driven streaming and social stats, campaign analytics, AI-assisted content tools.