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Workflow automation engine Converts plain-language requests into executable, integration-backed workflows through an intent parser, clarification engine, and mapping layer. Async execution with real-time streaming.
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Multi-agent delegation framework Specialised agents hand off out-of-scope requests to a general assistant. Persistent checkpointing and interrupt-driven human takeover, so conversation state never gets lost mid-thread.
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Three-tier retrieval orchestrator Fast, reasoning, and deep-research tiers over a vector store, with reranking, caching, sub-question decomposition, and automated report synthesis.
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Correctness engineering Killed a hallucination class I call stale-narrative anchoring by grounding answers in authoritative data, adding similarity-based entity resolution, and shipping a dedicated correctness test suite.
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| project | what it does | stack |
|---|---|---|
| NeuCom | Turns dense SOP documents into a voice-first conversational assistant, backed by RAG and a knowledge graph mapping steps, tools, and safety warnings | React · Python · Docker · Neo4j · Groq |
| RecipeAgent | RAG search across 19,000+ recipes with sub-2s responses, NLP filter extraction, and 99.99% migration reliability | LangChain · pgvector · Llama-3.1-8B |
| Drowsiness Detection | Real-time driver fatigue detection from facial landmarks, wired to Arduino alerts | TensorFlow · MediaPipe · Arduino |
| Eazy Bazaar | Full-stack e-commerce platform with customer, employee, and sales management plus revenue analytics | Express · MySQL · JS |
