FinClaw Financial Data Governance & AI Workflow Platform
2026/03 - Present · Led a traceable finance and e-commerce data foundation with Raw / Bronze / Silver / Gold layers, skill dispatch, field contracts, data-quality gates, duplicate detection, lineage tracking, and benchmark evaluation.
Python SQL Hermes Agent Dagster dbt
AI Runtime & Workflow Execution Platform
2025/01 - 2026/01 · Owned chat execution, multi-agent orchestration, workflow dispatch, 40+ tool integrations, model routing, execution state, memory / retrieval, and business backend coordination.
Python FastAPI AutoGen Redis MongoDB Qdrant
MCP Tool Discovery & Semantic Search Backend
2025/01 - 2026/01 · Indexed 100+ MCP servers and 2,000+ tools through metadata enrichment, lifecycle management, vector indexing, semantic selection, and synchronization across storage and search layers.
FastAPI MongoDB Qdrant Redis
Seller BI & E-commerce Automation Platform
2026/01 - Present · Built multi-store analytics and AI monitoring workflows that reduced recurring report preparation from 4 hours to 10 minutes, covering GMV, orders, AOV, margin, ACOS, ROI, inventory, and anomaly detection.
Amazon Shopee Lazada TikTok Shop Kingdee Dagster
Prompt, Context & Skill Infrastructure
2025/06 - Present · Standardized product and architecture context across 50+ repositories, maintained 20+ reusable skills, and helped teams adopt AI-native workflows with a 30% productivity improvement.
MCP Prompt Engineering Context Engineering
AI Excel Spreadsheet Execution Infrastructure
2025/06 - Present · Maintained spreadsheet runtimes for workbook I/O, sheet state, formula recalculation, caching, sheet APIs, AI workflows, and backend integration.
Go Python PostgreSQL Excelize Google Sheets API
On-Chain Data Modeling & Analytics Infrastructure
2021/10 - 2024/06 · Built reusable blockchain data components and production pipelines for analyst-ready datasets, metrics, and APIs; reduced cloud cost by 30% and shortened metric production and validation by 20%.
Trino dbt Spark Iceberg BigQuery Airflow
Google Sheets AI Add-on & Formula Runtime
2024/06 - 2025/01 · Built custom formula execution, retrieval, transformation, summarization, and sidebar workflows; won 1,000 pilot customers and reached 4K+ Google Workspace Marketplace installs.
Google Apps Script JavaScript Python React
