Deep dives into automation, AI technology, and business strategy.
Building a Multimodal Personal Financial Advisor AI Agent: On-Device Optimization and Enhanced User Privacy Guide
Dynamic ESG Portfolio Optimization with LLM and Graph AI: Automated Discovery of Sustainability Risks & Opportunities from Unstructured Data
Building an Automated Intangible Asset Valuation Pipeline with LLMs and Multi-modal AI: A Practical Guide for Investment Opportunity & Risk Analysis
Back from military service, I couldn't bring myself to write computer science on the double-major form — money and fear. I settled for economics, then downgraded even that to a minor. Twenty years later, unable to write a single line of code, I build something every weekend. An essay on why clumsiness is a privilege, not a defect.
Debugging and Ensuring Reliability for Multi-AI Agent Systems in Production: An Engineering Guide to Analyzing Complex Interactions and Failure Modes
Building AI-driven Financial Asset & Infrastructure Digital Twins: A Deep Dive into Optimizing Long-term Investment Strategies via Complex Scenario Simulation
Data-Centric AI Pipeline: Automated Synthetic Data Generation and Augmentation Strategies for Model Robustness
Automating Alpha Discovery: Building a Closed-Loop AI Pipeline for Identifying and Integrating Novel Alternative Data Sources
Optimizing MLOps/DevOps Pipelines with LLM Agent-driven Autonomous Code Generation and Self-Correction: A Practical Guide
High-Performance Vector Database Architecture for Real-time AI Embedding Serving: Semantic Feature Engineering for Ultra-Low Latency Financial Applications
AI-driven Geopolitical Risk Quantification: Hedging Investment Portfolios with OSINT and LLMs
A robot voice, a mic that cut me off, and an AI tutor that changed the subject after every wrong answer — five failures (and their lessons) from growing a 24-word page into a full language study app in one day. Including how to filter AI-generated content with a validator that trusts nothing, and where the copyright lines actually are for exam questions and lecture videos.