Research.

Every product has a story, and every user has a breaking point. Here is a closer look at selected projects: the messy realities I uncovered, the critical pivots I made, and the impact of those decisions.

  • 03·tBTC Bridge: Redesigning the Cross-Chain Flow·2023

    tBTC Bridge: Redesigning the Cross-Chain Flow

    Usability research on a non-custodial Bitcoin bridge, evaluating complex cryptographic safeguards against traditional user mental models and "bridge anxiety".

    Client
    Threshold Network
    Sector
    Cross-Chain Bridge
    Year
    2023
    Method
    Qualitative Usability Testing & Deep-Dive Interviews
    Sample
    6 participants
    Role
    Sole Researcher
  • 04·tBTC Bridge: Bridged/Wrapped BTC Holder User Study·2022

    tBTC Bridge: Bridged/Wrapped BTC Holder User Study

    Explorative user research on Bitcoin-to-Ethereum asset holders, mapping structural behavioral traits, systemic bridge anxieties, and the trade-offs of decentralized utility.

    Client
    Threshold Network
    Sector
    Cross-Chain Bridge
    Year
    2022
    Method
    Exploratory In-Depth Interviews
    Sample
    12 participants
    Role
    Sole Researcher
  • 05·Keep Network: Node Operators Explorative User Study·2021

    Keep Network: Node Operators Explorative User Study

    Exploratory user research on decentralized node operators, evaluating the operational balance between heavy technical workloads and financial liquidation risks.

    Client
    Keep Network
    Sector
    Node Infra & Staking
    Year
    2021
    Method
    Exploratory Interviews & Persona Mapping
    Sample
    3 participants
    Role
    Sole Researcher
  • 06·Keep Network Coverage Pool: Redesigning the Underwriting Experience·2021

    Keep Network Coverage Pool: Redesigning the Underwriting Experience

    Usability research on a decentralized network insurance layer, tracking complex yield mechanics, lockup timelines, and asset-wrapping paradigms against elite DeFi operators.

    Client
    Keep Network
    Sector
    DeFi Infra, Underwriting
    Year
    2021
    Method
    Qualitative Usability Testing, Learnability Task, SEQ
    Sample
    8 participants
    Role
    Sole Researcher