INDEPENDENT · MARKET SYSTEMSOPEN TO IDEAS ↗
PERSONAL PORTFOLIOCRYPTO MARKETS · DATA · SOFTWARE

INDEPENDENT RESEARCH & BUILDING

Markets,
made clearer.

INDEPENDENT RESEARCH
CRYPTO MARKETS · DATA · SOFTWARECRYPTO MARKETS · DIGITAL SYSTEMSSCROLL TO EXPLORE ↓
01 / 06
01

ABOUT ME

Curious about
markets, built for clarity.

Research the system. Build the tool. Keep testing.

I work across cryptocurrency markets, exchange operations, market data and risk tooling. I build monitoring systems, study market structure and liquidity, and explore how software can make complex workflows easier to understand and operate.

GET IN TOUCH ↗
DIGITAL ASSETS · DATA · SOFTWARE

AREAS OF INTEREST

Research into
working systems.

01

Market data & risk

Contract parameters, price signals, liquidity and operational monitoring.

↗
02

Market making & order flow

An event-driven Python framework, public market-data research and dry-run simulation.

↗
03

On-chain & Perp DEX

A local Solidity and Anvil teaching demo with a Chinese frontend and integration tests.

↗
FOCUS EXCHANGE OPERATIONS · RESEARCH · SOFTWARE

SELECTED PROJECTS

Ideas into tools

Practical systems and learning projects
built around real market questions.

3 BUILD AREAS
Abstract portfolio image accompanying contract parameter research01 / 03Contract
researchMULTI-EXCHANGE · CONTRACT PARAMETERS↗Abstract portfolio image accompanying market-making simulation work02 / 03Market-making
systemsPYTHON · PUBLIC DATA · DRY RUN↗Abstract portfolio image accompanying a local Perp DEX learning project03 / 03Local
Perp DEXSOLIDITY · ANVIL · LOCAL TESTS↗

HOW I WORK

Evidence,
then iteration.

I start from the question and the available data. Then I build a small, inspectable workflow, check its limits and refine it against real operating needs.

05—06
Abstract image from the supplied blue portfolio presentation
RESEARCH · BUILD · REVIEW DATA WITH CONTEXT
01 / UNDERSTAND

Know the source.
Know the limits.

Check freshness, coverage and what the data can support before drawing conclusions.

02 / BUILD

Make it useful
in operation.

Turn the validated question into clear reports, alerts or working software.

BUILT WITH
CARE ✳

PROJECT THEMES

Areas of
exploration.

01

Exchange operations

Contract listings, parameter research and monitoring workflows

↗
02

Market structure

Order books, liquidity, pricing and market making research

↗
03

On-chain systems

A local Solidity and Anvil Perp DEX teaching demo

↗

HAVE A PROJECT OR QUESTION?

Let’s talk
markets & systems.

My work centers on exchange operations, market data and practical software projects.

EXPLORE PROJECTS ↗
INDEPENDENT RESEARCHDIGITAL ASSET MARKETS · DATA · SOFTWAREBACK TO TOP ↑
06 / 06