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About

Who I Am​

I'm a researcher and storyteller exploring the intersection of mathematics, markets, and blockchain systems.

This site is where I publish that research. If my profile fits what your team is working on, please connect through any of my contact links.

Background​

VMware (2020-2022) — Salesforce Developer

  • Built enterprise software, learned what production systems look like
  • Discovered I love solving hard problems

Freelance (2022-2023) — Technical Writer

  • Wrote about blockchain and crypto systems
  • Realized I wanted to go deeper into the technical details

Bitquery (2023-Present) — Core Team (Business, Product, Technical Leadership)

  • Lead business scaling: infra support, sales, marketing, product strategy
  • Managed GraphQL/gRPC APIs and Kafka Streams infrastructure (billions of on-chain transactions)
  • Built documentation platform (docs.bitquery.io) serving 12K+ users/month, reduced support tickets
  • Drove Bitquery to #1 ranking on Google and AI search for blockchain data keywords
  • Responsible for quarterly revenue targets and customer acquisition strategy
  • Managed 15+ technical writers: scaled content pipeline, doubled signups in 1 year
  • Developed product demos and trading algorithm experiments with low-latency on-chain data
  • Created technical content on trading strategies, token data, APIs (video, articles, code samples)
  • Represented Bitquery at industry events (ETHIndia, etc.), developer relations

Now — Independent Research & Building

  • Deep-diving into trading systems, market microstructure, and game theory
  • Building Python infrastructure for data analysis
  • Publishing research on what I learn

What I Focus On​

Trading Systems & Market Making

  • How do execution engines work?
  • How do market makers optimize returns?
  • What makes a trading strategy profitable?

Market Microstructure

  • How do DEX liquidity and pricing work?
  • What causes price discovery failures?
  • When are there arbitrage opportunities?

Game Theory & DeFi

  • How do protocol incentives actually work?
  • What vulnerabilities emerge from bad mechanism design?
  • How do you analyze strategic behavior on-chain?

On-Chain Data & Analysis

  • How to build data pipelines for blockchain analysis
  • What patterns in transaction data reveal market dynamics?
  • How to turn data into actionable insights

Technical Infrastructure

  • C++ and Python for trading systems
  • Kafka, databases, and streaming architectures
  • Making blockchain data queryable and actionable

Why This Site Exists​

This site is my attempt to publish rigorous technical research that connects the dots across trading, protocols, data, and game theory.

If you're building a trading system, designing a protocol, or just want to understand how crypto markets actually work, hopefully you'll find something useful here.

What Others Say​

Recommendations from colleagues and collaborators at Bitquery:

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Recommendation 5

Get in Touch​

Have a question or want to discuss something?

📧 Email: divyasshree@zohomail.in

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