I build the systems that let organizations see their market first — and I make the hard calls they produce. Public face of an 800-person technology holding; hands-on leader of a 13-engineer AI team.
I direct innovation across a technology & AI holding with 9 venture funds, where I created the Go/Iterate/Kill governance every fund uses to judge its products and screen new deals. That means I personally kill underperforming services, veto business lines that fail the evidence bar, and redirect products mid-flight.
Before that: a decade of shipped fintech — currency exchange scaled from 27k to 800k users in nine months, P2P crypto trading, cross-border payment rails, and post-trade systems serving 40M+ capital-market users.
Built with my 13-engineer AI team, Market Navigator is the intelligence engine behind the holding's investment decisions — from spotting where smart money moves to scoring which company raises next.
Statistical anomaly detection across 500 top venture funds — deal pace, check size, stage drift, dormancy — surfacing behavior change before the news does.
Enriched company records, 200k+ investor profiles, and a self-built multilingual news pipeline (~500k articles in Persian, Arabic, English) with LLM event extraction.
Next-round fundraise probability via gradient boosting with probability calibration and SHAP explanations — evaluated leakage-safe, reported as precision@K and lift.
Theme lifecycle phasing — early, smart-money, crowded, exit — plus a co-investment graph for fund scoring and warm-introduction paths.
“Growth is easy to promise. The rare discipline is killing what the evidence says won't work.”