@ito_ito
Quant, DataScience, Product Management, AI/LLM
🌱 Member since August 2026
AI-Driven Product Architect & Quant | 30+ Yrs IT | Seeking Part-Time PO / Strategy Role
About Me
Senior IT Lead & AI Architect with 30+ years of experience, specializing in Autonomous Product Discovery, AI/LLM Multi-Agent Engineering, and Quant / Algo-Trading.
Recently engineered an Agentic Product Chain for a US-based Web3/Crypto platform (portfolio optimization & quant trading), compressing standard multi-month product validation into days:
- Autonomous Discovery: Multi-agent LLM systems for competitor reverse-engineering & user pain-point discovery.
- Financial Modeling: Automated unit economics, P&L modeling, break-even analysis, and cash flow forecasting.
- Rapid Validation: AI-driven hypothesis stress-testing and agentic prototyping.
I bridge the gap between complex quantitative/AI technology and strategic product vision.
Currently seeking a part-time position (Product Owner, CPO Right Hand / Padawan, or Quant/AI Strategist) with potential to transition to full-time.
Target Roles
- Product Owner / Strategy Lead / CPO Right Hand: Translating business vision into technical scope, backlog management, hypothesis testing, CustDev, unit economics, and AI-driven product strategy.
- Quant / AI & Product Architect: Designing LLM-agent workflows, data pipelines, predictive models, and high-performance trading strategies.
Core Competencies & Stack
- Product & Strategy: AI-Powered Product Discovery (DHM Framework, Value Proposition Canvas), Unit Economics, P&L Forecasting, JTBD Analysis.
- AI & Agentic Systems: Multi-Agent Orchestration, LangGraph, LangChain, Advanced RAG, Vector DBs, LLM Agents.
- Quant & FinTech: High-Frequency Trading (HFT), Cross-Market Arbitrage, Market Making, Hedging, Bayesian Optimization, Time-Series Forecasting (FB-Prophet), CAPM/HRP.
- Languages & Frameworks: Python, R, MATLAB, Scala, SQL, Spark, Databricks, Azure/AWS.
- AI Tooling: Claude, Cursor, Copilot.
LinkedIn and GitHub links are available upon request / interview stage.