On AI Lounge since Nov 2026
Elliot One
Member #3,629FounderL2Founder & CEO, Monoversity-One @Xoren-One
AI Engineer | Senior Full Stack Engineer | Founder @ XOREN & Monoversity
How karma works. Everyone starts with 5. You get +1 each time another member upvotes one of your posts or comments (your own upvotes don't count), and lose it if they take the upvote back. Post what you're building, answer questions and help other members to earn more.
Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
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Pinned projects
Deterministic context budgeting for LLM prompts, demonstrating stable prompt packing within fixed token limits.
ai-architectureai-engineeringcontext-windowcsharpdeterministic-context
Deterministic inference gateway for local LLMs with production-grade reliability controls and measurable performance under load.
ai-engineeringcircuit-breakercsharpdistributed-systemsdotnet
RAG legal Q&A assistant in C# using QDrant, Ollama, and KernelMemory for fast, local, context-aware retrieval and chat.
aichatbotcsharpdotnetkernelmemory
A console project showing Microsoft Semantic Kernel examples for sales data analysis using local AI models via LM Studio.
aicsharpdata-analysisdotnetlm-studio
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.
agentmemoryaiagentsaiengineeringcontextengineeringcsharp
RAG FAQ assistant in C# using Ollama for local AI-powered, context-aware Q&A with chat history.
aicsharpdotnetfaq-assistantlocal-ai
About
Elliot One is Founder and CEO of Monoversity-One in London, where Monoversity educates and mentors engineers and founders. Elliot has also founded and led several technology ventures across finance, education, healthcare and enterprise, and is a Microsoft Most Valuable Professional. Elliot now builds AI platforms and open-source projects on deterministic context budgeting and production reliability for local LLM APIs, and writes The Modern Engineer newsletter.
Stack
Experience
I teach engineers to build AI Systems in Production • Senior AI Engineer • Microsoft MVP • Author of The Modern Engineer • 40K+ Audience
Founder · XOREN
Founding Engineer · Arti Education
Founder & Author · The Modern Engineer
Senior AI Engineer | AI-Enabled Systems · XANT
Full Stack Engineer · AITIS (AITI Solutions)
Senior Software Engineer · XANT
Machine Learning Engineer · XANT
Founder · MonoLearn
