Work
  • Apr2022 - Present
    Freelance
    Crypto Analytics Engineering

    Latest work: Wrote a post about Binance Staked SOL, including Mint, Burn, Transfer, and Trade events of BNSOL. Used neo4j to find and show graphs of Minters who also traded BNSOL. Post, Dune dashboard.

    • Developed blockchain data analysis toolkit using Python, Web3.py, and Google BigQuery to decode Ethereum smart contract events from Ethena DeFi protocol, processing 2+ TB of blockchain data.
    • Analyzed Mantle Staking contract in Solidity to build a Dune dashboard for the Mantle Reward Booster Season 3 Campaign. Dashboard.
    • Developed and optimized DBT data models for Uniswap, Odos, Jumper (Li.Fi), and Bungee (Socket), enhancing processing efficiency and integration as open source contributor at Dune.com.
    • Designed and built custom dashboards for DeFi clients, sourcing data from Dune, FlipsideCrypto, and Defillama to review growth campaigns and drive user acquisition/retention.
  • Jun2020 - Mar2022
    TIKI Corporation
    Growth Data Specialist / Senior Growth Analyst

    Led a team of 3 analysts, using BigQuery, Looker, Google Sheets, Airflow, Superset, and Amplitude to monitor user growth.

    • Identified optimal threshold and content with A/B test to maximize notifications open rate, minimize spam (email, app/in-app push).
    • Analyzed journey of first-purchase users to find visits threshold for optimal activation.
    • Analyzed patterns of engaged users to develop strategies for retention and increased lifetime value.
    • Built and managed data model versions with Bitbucket.
  • Feb2019 - May2020
    TIKI Corporation
    Senior FP&A Analyst

    Monitored ecommerce category financials, achieving target growth rates by identifying and resolving issues with category leaders.

    • Built Ecommerce Sales Funnel report to visualize metrics, improving visits, conversion rates, and revenue for Merchandising team.
    • Enhanced retail cash cycle through ETL of inventory data from ERP to BigQuery, contract reviews, and payable forecasting.
    • Recommended negotiations for better supplier deals, increasing intake margins, reducing prices, and boosting revenue and gross margins.
    • Created logistics cost dashboard to analyze and reduce fulfillment and transportation expenses.
    • Reduced work process from 2 hours to 30 minutes by automating reports using SQL and Python.
  • Mar2017 - Jan2019
    Rochdale Spears Co., Ltd.
    Financial Analyst / Project Leader

    Assisted Finance Director with financial planning, analysis, business partnering, and project management.

    • Analyzed monthly Profit and Loss variances to identify trends, risks, and insights for revenue and costs.
    • Co-developed a purchasing strategy with the Purchasing Manager, resulting in $580k savings.
    • Built financial models to optimize payment plans for key suppliers.
    • Led a three-member team in establishing a new fixed asset management system, rebuilding a database of 1,200 assets and reducing monthly tasks from two days to one.
    • Researched market values to compute insured amounts, mitigating potential losses of $2.8 million.
    • Accelerated reporting processes using VBA/Macros for repetitive tasks.
  • Jun2015 - Dec2016
    Masan Consumer Holding
    Management Accountant – Supply Chain Finance

    Managed supply chain finance from production to sales and marketing in the North hub.

    • Controlled Capex expenses and evaluated operational improvement projects.
    • Analyzed asset movements and managed slow-moving/obsolete stocks.
    • Supervised contractors for a $50 million business expansion project.
    • Coordinated with Marketing to oversee promotion programs.