Web3 Research

My Research Profile at a Glance

• A spotlight from my time as Head of Research at AB.
• I have 300+ citations from my peer-reviewed research, see my Google Scholar profile.
• I have authored 2 patents.
• I wrote a book on Automated Market Makers (AMMs) in DeFi.
• I wrote a book chapter in "Design and Manufacturing" on an optimization technique I developed and perfected during my doctorate work.
• I wrote a book chapter in Springer's "Recent Progress and Modern Challenges in Applied Mathematics, Modeling and Computational Science" about my work on finding ground states of materials using much fewer expensive simulations than status quo methods.
• I have given more than 20 talks including a handful of invited talks about my work.
• I hold multiple professional awards from my work in Research at General Electric including 3 above & beyond awards, a talent development workshop award, 2 impact awards, a teaching award, and 2 spotlight awards.
• I hold two awards from my work in Tech on winning an in-company hackathon on implementing Kafka to achieve faster data delivery to our customers and also an impact award for my work.
• For more about research I did during my graduate work at Cornell, please see this site.

Applied Research

• I co-authored a book on Automated Market Makers.
  
  
• I helped develop a new automated market maker product called "bAMM" (blended automated market maker)

Peer-reviewed Research

• 2022 IEEE International Conference on Blockchain

  • λ - Constant Function Markets: Generalizing and Mixing Automated Market Makers
  • Cryptocurrency Price Prediction With Multi-Task Multi-Step Sequence-To-Sequence Modeling. Link to the codebase.
  • Time-Efficient Decentralized Exchange of Everlasting Options With Exotic Payoff Functions

• 2022 AIBC Summit - Blockchain and AI

  • I won best paper award: The Composable Finance Mosaic Bridge and Liquidity Forecasting