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Elliot One
founderAI Engineer | Senior Full Stack Engineer | Founder @ XOREN & Monoversity
Public projects
nl-rag-qdrant-legal
RAG legal Q&A assistant in C# using QDrant, Ollama, and KernelMemory for fast, local, context-aware retrieval and chat.
C#aichatbotcsharp
sm-rag-ollama-faq-assistant
RAG FAQ assistant in C# using Ollama for local AI-powered, context-aware Q&A with chat history.
C#aicsharpdotnet
nl-semantic-kernel-sales-analyzer
A console project showing Microsoft Semantic Kernel examples for sales data analysis using local AI models via LM Studio.
C#aicsharpdata-analysis
nl-session-memory-context-compaction
Educational C# project demonstrating deterministic session memory and context compaction for long-running AI agents using pinned facts, rolling summaries, TTL expiry, conflict resolution, token budgeting, and optional local Ollama inference.
C#agentmemoryaiagentsaiengineering
nl-deterministic-context-budgeting
Deterministic context budgeting for LLM prompts, demonstrating stable prompt packing within fixed token limits.
C#ai-architectureai-engineeringcontext-window
nl-production-reliability-engineering-ai-apis
Deterministic inference gateway for local LLMs with production-grade reliability controls and measurable performance under load.
C#ai-engineeringcircuit-breakercsharp
Likely stack
ClaudeOpenAILlamaMistralOllamaVector DBCursorMCP