Case studies

Work

Systems that made it past the demo stage. Each case study covers what was built, how, and the engineering decisions that mattered.

FinMRI: an MRI-style health check for any US stock
A virtual hedge-fund team of AI agents that turns market, news, sentiment and fundamental data into a full-picture risk read, built for understanding what you hold rather than chasing signals.
FinMRI analyzer showing an SPY report with quantitative intelligence panels and the multi-agent progress pipeline
Fig. 01 — FinMRI
LangGraphLangChainFastAPIRAGPython
AI voice receptionist for live inbound calls
A production voice agent that answers real phone calls, books appointments, and ties into backend systems through webhooks, built on VAPI, Deepgram and ElevenLabs.
VAPIDeepgram STTElevenLabs TTSWebhooks