PRODUCT x PROTOCOLS x OPERATIONS

Complex chaos made simple.

I work where messy technical systems become products: protocol mechanics, market structure, AI workflows, launch operations, and the interfaces that make them usable.

VIEW CASE STUDIES
SCROLL TO EXPLOREIST / OPEN TO CONVERSATIONSEST. 2026 - v2.0
AMMs / CLMMs / PERPETUALS / AGGREGATORS / BRIDGES / CLOB RESEARCH / PREDICTION MARKETS / AI AGENTS / RISK SYSTEMS / INDEXING / AMMs / CLMMs / PERPETUALS / AGGREGATORS / BRIDGES / CLOB RESEARCH / PREDICTION MARKETS / AI AGENTS / RISK SYSTEMS / INDEXING /
42k
PEAK DAILY
ACTIVE USERS
$150M+
VOLUME
PERSONALLY OVERSEEN
150x
MAX PERPS
LEVERAGE
18→<3s
PERP ORDER
LATENCY
200+
CONTRIBUTORS
COORDINATED
( 03 ) - SELECTED WORK
01 / 07

Dexlyn Perps

Led the perps surface from pair-level risk modeling to execution rebuild: funding scripts, OI limits, collateral work, and order placement cut from 18s to under 3.

Dexlyn Perps case study preview
Jay Kapoor portrait
JAY KAPOORPRODUCT x SYSTEMS
( 04 ) - ABOUT

I work close to the machinery: protocol mechanics, risk, indexing, launch pressure, weird edge cases, and the product decisions hiding underneath.

At Dexlyn, the work moved from early AMM experiments into CLMM liquidity, perps, routing, bridge flows, launch operations, and the less glamorous systems that decide whether users trust a product after the first click.

Embersity is the independent version of the same instinct: take a messy idea, get close enough to the technical shape to make real decisions, then turn it into something with a surface, a release path, and a reason to exist.

FOCUS
Trading infra & market structure
MODE
Think -> build -> operate
STATUS
Open to conversations
( 05 ) - LATEST THOUGHTS

Elsewhere, lately.

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