Agentic AI for private markets — built by someone who's run the operations.

I solve problems that expensive vendor tools were supposed to solve — cheaper, faster, on infrastructure you already own.

$350B+

wires since inception

0%→99%+

straight-through processing

99.9%

instructed via SWIFT

21 yrs

BFSI · banks & PE

Featured case study

$350B in wires, 0% to 99%+ STP — no new vendor tool A top PE firm · Treasury & Middle Office · Kyriba + SWIFT + GS Transaction Banking

Wire operations ran on fax and bank portals. The obvious answer was a multi-million-dollar vendor platform. The right answer was purpose-built automation on rails the firm already owned — absorbing ~18x volume growth without headcount growth, with zero missed deadlines in three years.

Read the case study →

Selected projects

Moneta

FastAPI · DuckDB · Rust · React 19

Local-first personal finance platform tracking six brokerages with TWR/MWR/Sharpe.

FlowDeck

Rust · flowengine · JSON filter DSL

Replaced a paid options-flow SaaS with ~800 lines of purpose-built Rust.

SanthoshIAS

Rust · priority-chain DataResolver

Financial data gateway routing across six market-data providers.

APEX / AlphaEdge

Bayesian expectancy · state machines

Options analytics platform with market-character classification, v11.

All projects →

Writing

Practitioner notes on fund technology and agentic AI — first pieces publishing soon.

About the writing →