FASTQ_iT
FASTQ Integrity Toolkit : Cryptographic integrity verification for FASTQ files using Merkle DAGs + barcoding
The concept of applying Merkle Directed Acyclic Graphs (DAGs) for the cryptographic integrity verification of large-scale genomic data like FASTQ and BAM files is an emerging area, often discussed in the context of blockchain and decentralized storage solutions for sensitive data. The use of Merkle structures and barcoding offers potential advantages over traditional checksum methods like MD5 or SHA-256 in managing the dynamic and large nature of these files.
Spencer Ding
Mental Score
Zero-knowledge proofs ensure individual responses remain private while enabling aggregate insights
Workplace mental health issues create massive productivity losses, but traditional assessment methods fail due to privacy and compliance concerns. Zero-knowledge proofs ensure individual responses remain private while enabling aggregate insights (JTIE 2024), Blockchain technology eliminates single points of failure and data breaches (JTIE 2024).
Spencer Ding, Dmitry Sukhikh
Submitted to Midnight Summit Hackathon (London) - Nov 19 2025
Roll The Credits combines traditional steganography techniques with deep learning to securely hide sensitive information (like crypto wallet recovery phrases) in media files. The project offers multiple encoding methods, from simple image manipulation to advanced neural network-based approaches.
Winner of Hardhat - Best Projects built using Hardhat 3
Winner of Flow - Best Killer App on Flow 2nd place
Vitalik Marincenko, Spencer Ding, William He
Submitted to ETHGlobal Cannes - Jul 06 2025
To design a reverse crowdfunding app using World Mini App where
users contribute to vote on wishes.
Winner of World Pool Prize
Lukas Pottner, Spencer Ding
Submitted to ETHGlobal Taipei - Apr 06 2025