Selected Work
A full list of the projects and systems I want to highlight, each with its own detailed write-up.
Real-Time Conversational Engine for AI Voice Agents
Designed a finite-state conversational engine orchestrating telephony, speech recognition, language models, tool execution, and speech synthesis for real-time AI phone calls.
Impact
Enabled configurable AI voice agents capable of handling natural conversations, collecting structured information, and integrating conversational outcomes into business workflows.
Data Extraction and Document Intelligence Systems
Integrated government portals, financial platforms, and document processing pipelines to transform fragmented external data into structured APIs and product workflows.
Impact
Eliminated manual data collection processes and enabled customers to access complex financial information through automated workflows and user-friendly interfaces.
Scaling Digital Onboarding for a European Bank
Unified multiple identity verification providers, automated KYC and KYB risk assessment, and streamlined compliance workflows to help users open bank accounts in under five minutes.
Impact
Increased onboarding automation, reduced manual review workload, and improved conversion by shortening the path from signup to active bank account.
Designing a Billing Microservice for an AI SaaS Platform
From zero to a production-ready billing domain: subscriptions, credits, Stripe integration, domain events, and failure-safe webhook handling.
Impact
Enabled usage-based monetization and clearer separation between product, billing, and platform concerns.
Building a Low-Cost Payments Platform with Open Banking
Co-founded and built a recurring payments platform that leveraged direct debit and Open Banking infrastructure to reduce transaction costs compared to traditional card networks.
Impact
Developed a working payment platform, validated the concept with potential customers, and explored an alternative payment model focused on lower fees and better user experience.
Designing the Microservice Foundation for an AI Platform
Defined the architectural standards, development patterns, and event-driven conventions used across all backend services of a multi-service AI platform.
Impact
Created a shared engineering foundation that accelerated service development, reduced architectural drift, and improved consistency across teams.