AI Voice Agents · RAG Systems · Agentic Workflows · AI Security
Python · TypeScript · Next.js · Node.js · NestJS · FastAPI · PostgreSQL
Full-Stack AI Engineer building voice agents that answer real calls, RAG pipelines that stay accurate in production, and the security layer that keeps agents from being talked out of their instructions. Schema to API to interface to deploy. Open source contributor to core Python libraries.
| AI Voice Agents | Vapi call agents — real-time STT/TTS, function calling, live booking, CRM writeback. |
| RAG Systems | Hybrid retrieval, reranking, evaluation harnesses — accuracy that holds under load. |
| Agentic Workflows | LangGraph orchestration and MCP tool servers — state, retries, full tracing. |
| AI Security | Prompt injection and tool-abuse testing, LLM trace auditing, OWASP LLM Top 10. |
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ServiceFlow VoiceOps AI Voice Agents |
AI receptionist for home-service businesses — answers calls, books the job, escalates emergencies, writes back to the CRM.Vapi · Cal.com · Node.js
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TraceGuard AI AI Security |
Trace-level security for LLM apps — flags prompt injection, tool misuse and data exfiltration across agent runs.Python · OpenTelemetry · open-source release in progress
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| Voice & Agents |
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| RAG & Retrieval |
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| AI Security & Observability |
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| AI & Python |
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| Frontend |
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| Backend |
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| Database |
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| DevOps & Tools |
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 NumPy |
 SciPy |
 pandas |
 sktime |
 pgmpy |
 skrub |
 Hive |
Named in the release notes of six shipped versions:
skrub 0.7.2 · skrub 0.9.0 · pgmpy v1.1.0 · sktime v1.0.0 · skpro v2.12.0 · Hive v0.6.0
Highlights: two new parameters in skrub's public API · a ChronosForecaster fix that unblocked a failing sktime CI job · a convergence guard stopping AutoETS from selecting unstable models · a corrected rotation formula in SciPy's docs · 27 merged PRs building out pgmpy's datasets and example_models modules.
"Production is the only benchmark I trust."