Software Engineer · AI Systems
I build AI systems that listen, reason, and coordinate.
My work sits around the model: real-time voice pipelines, context engineering, distributed services, and protocols that let intelligent agents work together.
- Latency
- Fast enough to feel natural
- Grounding
- Context the model can trust
- Reliability
- Failures designed, not discovered
- Observability
- Behaviour you can explain
Talkdesk · Real-time voice AI
A conversation is a distributed system with no patience.
I work on backend systems for enterprise AI, including real-time voice experiences where audio has to become understanding—and understanding has to become speech—without breaking the flow of a conversation.
The interesting engineering lives between the models: streaming, turn detection, interruption handling, state, latency budgets and graceful recovery.
- Streaming audio
- VAD
- STT
- Agent runtime
- TTS
- Barge-in
- LiveKit
Scooli · Context engineering
Better output starts before the prompt.
At Scooli, we turn curriculum, lesson objectives and teacher context into grounded classroom workflows. The goal is not generic generation—it is material that fits what a teacher needs to teach next.
That means designing retrieval, ranking, context assembly and structured generation as one system, with the teacher staying in control of the final result.
- Context engineering
- RAG
- pgvector
- PostgreSQL
- Quarkus
- Structured output
MSc research · Agent interoperability
Useful agents need a shared way to work together.
My thesis explores agent-to-agent interoperability in enterprise systems: how independently built agents discover capabilities, authenticate, exchange tasks and coordinate across system boundaries.
The proof of concept treats A2A as infrastructure rather than a demo—explicit contracts, observable task states and predictable failure handling.
- Google A2A
- Agent discovery
- JSON-RPC
- SSE
- Authentication
- Task lifecycle
About
The system around the intelligence is what makes it real.
I’m a software engineer in Talkdesk’s AI Engineering team, an MSc researcher at ISEP, and a co-founder of Scooli. My background is in backend engineering; my focus is building AI products that remain understandable, observable and reliable after the first impressive demo.