Work
AION Soft Projects
Production AI systems built as Generative AI Engineer at AION Soft (Italy, Remote)
AI Assistant Platform
PRODUCTIONBuilt production AI assistants for multiple international brands - product recommendations, multilingual support, appointment booking, complaint handling, and FAQ automation. Fine-tuned models using custom JSONL datasets with ReAct reasoning chains.
Multi-Index Vector Search System
PRODUCTIONDesigned and built an AI agent capable of searching across multiple Pinecone indexes simultaneously. Created a universal metadata parser to normalize product fields across diverse catalogs.
RAG Pipeline Architecture
PRODUCTIONEngineered enterprise-grade Retrieval Augmented Generation pipelines with hybrid search, optimized embedding pipelines, context-aware retrieval, and metadata-driven search architectures.
Build
My Products
Products and systems built under NirixAI and Tim Edge
NirixAI - AI Learning Assistant
PRODUCTIONAI-powered learning platform that transforms YouTube videos and documents into interactive learning experiences. Features LangGraph RAG agent with multi-provider LLM support (OpenAI, Claude, Gemini), semantic search via Pinecone, real-time SSE chat streaming, smart content chunking, auto-generated summaries and quizzes, and personalized learning with long-term user memory.
Tim Edge - Mechanical Trading Platform
PRODUCTIONFull-stack trading platform for mechanical traders with live trade feeds, AI-powered trade logic, journaling with P&L analytics, backtesting engine, and real-time price streaming. Integrates MetaAPI (MT5) and Fyers broker APIs with a 3-worker Celery architecture for isolated order execution, chart updates, and notifications.
Tim Academy - The Mechanical Trading Lab
PRODUCTIONOnline trading education platform teaching systematic, rule-based trading. Features six proprietary trading frameworks (CC, EC, Wave, Sideways, Stretch, Surge), a live Trading Arena for practicing on real historical market data with P&L tracking, monthly five-day Execution Labs with live market feedback, and a performance-based CMT credential.
PiperQL - AI Database Agent
PRODUCTIONOpen-source AI agent that lets anyone query PostgreSQL databases using plain English - no SQL knowledge required. Features LangGraph-powered natural language to SQL conversion, 10+ auto-generated chart types, three granular access modes (Read Only, CRUD, Full Access), cross-session AI memory via Mem0, real-time SSE streaming, multi-database support, and built-in safety controls for destructive operations.
Multi-Agent AI Architecture
ACTIVEModular AI agent system built with LangGraph featuring intent detection nodes, dynamic routing, tool orchestration, multi-step reasoning workflows, and reflection nodes for self-improvement.
AI Web Template Builder
ACTIVEAI SaaS tool that generates production-ready HTML + TailwindCSS templates from natural language prompts. Converts user intent into fully styled, responsive web components.