edgeofvision User

I build production AI services at Eilla AI / Maddyness, including content personalization, summarization, translation, SEO assistance, and trend analysis. I’ve designed scalable FastAPI backends that integrate multiple LLM providers and improved response quality with prompt engineering workflows.

Before that, at Phron AI, I built an end-to-end platform that generated Solidity smart contracts from natural-language prompts. I implemented semantic validation and automated error correction before blockchain deployment, plus scalable REST APIs to fit into real production workflows.

Across my work, I focus on document ingestion, semantic search, vector databases, and RAG for context-aware question answering—often using LangChain and embeddings pipelines. I also develop AI features that ship cleanly into production apps, not just demos.