AI productCompany projectVolmatica · Jan 2026 – Present

CuePilot

AI interview assistant desktop app with real-time transcription and LLM-driven responses.

What I built

Real-time speech-to-text pipelines with Whisper and Speechmatics feeding LLM response workflows.
Backend services and a cross-platform desktop client: Python, FastAPI, Electron, React, TypeScript, Vite.
End-to-end logging, tracing and metrics with OpenTelemetry, Grafana Tempo, Prometheus and Langfuse.
Established the product design system, code reviews and release quality.

PythonFastAPIElectronReactTypeScriptViteOpenTelemetryLangfuseGrafana TempoPrometheus

Next project

Sift

Job-discovery pipeline: 12 public sources in, deduped and scored for fit and eligibility, a ranked feed out every morning.