VERGRO

Quant engineering with applied AI/ML for systems that handle real money.

VERGRO builds trading systems, then checks them independently. Execution engines, backtesting pipelines, validated models, LLM applications: one engineering standard throughout.

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BacktestLivegap found, tracedreconciledillustrativetime
5+
broker and market-data APIs integrated
10,000
path Monte Carlo survivability audits
Billions
of trades replicated bit for bit
100%
Job Success, Top Rated on Upwork

What we do

All services

Execution systems

Live trading backends and broker integrations for futures, options and equities.

Backtesting and verification

Independent checks that a strategy works the way its backtest says.

AI and machine learning

Machine learning models, LLM applications and the data behind them.

Selected work

All case studies

Anonymous case studies from recent engagements for trading firms, independent traders and fintech teams. We work with clients all over the world.

Backtest verification

Independent backtest verification

Two crypto futures strategies rebuilt from a written specification. Both matched the originals bit for bit over billions of trades.

Bit for bit Both strategies reproduced over billions of trades

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Risk audit

Risk and survivability audit of a futures framework

A 10,000-path Monte Carlo audit of a CME futures trading framework, covering execution realism, drawdown controls and account scaling.

10,000 paths Monte Carlo simulations of the framework’s results

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Execution systems

CME micro futures execution bridge

TradingView and Pine Script strategies on CME micro futures turned into causally valid live execution.

MNQ, MES, MCL CME micro futures supported

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Start a conversation

Tell us about the system you need to build or the result you need checked. We reply within one business day.

ranveer@vergro.coVERGRO on LinkedIn