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AI
AI / LLM Engineering
85% proficiencyNative Claude tool-calling, RAG, and streaming — this site's assistant is the proof.
Highlights
- This portfolio's assistant: native Messages API tool-calling
- TF-IDF blog RAG with synonym expansion
- Prompt-cached tiered system prompt over true SSE streaming
- ScentVault: 3-layer prompt architecture, 16 guardrails
Related
Anthropic APITool UseRAG / TF-IDFStreaming SSEPrompt Caching
Projects
Portfolio AI Assistant
This site's chat assistant — native Anthropic Messages API tool-calling, TF-IDF blog RAG, a tiered prompt-cached system prompt, and true SSE streaming.
Anthropic APITypeScriptNext.jsRedis
ScentVault AI
3-layer system prompt architecture with 16 guardrails for fragrance recommendations, plus streaming chat powered by Claude.
Anthropic Claude APIReact NativePython
Alignerr Contract
AI/ML training-data pipeline evaluation across Django, FastAPI, Flask, and PyTorch on Labelbox.
PythonPyTorchLabelbox