



Portfolio management has historically been gated by wealth. Agents will manage money in the future.
Prosper is a multi-agent system that runs my portfolio. It orchestrates specialized agents & combines quantitative signals with LLM reasoning to identify opportunities and recommend positions with entry & exit theses.
It explores the autonomy boundary between human & machine: agent automate cognitive work while humans approve irreversible actions. It builds an investment POV, runs discovery→proposal, and maintains auditable logs for every decision.



Portfolio managers have historically been gated by net worth, but I believe money & assets will be managed by agents in the future. The challenge is designing an autonomy boundary between human & agent that lets the agent act autonomously to automate cognitive labor, but gate the irreversible action behind human approval.
Prosper is a multi-agent system that manages my portfolio autonomously. It orchestrates a chain of sub-agents (discovery, research, position reviewer) with a layer that feeds quantitative signals into an LLM to identify bets and propose candidates for final approval to me with entry & exit rationale.
It synthesizes an investment POV from first principles, deploys capital with auditable logs to trace agent thinking.




Our ambition for Neuma was to build a new input surface for AI: a neural interface that let people control coding agents & design tools without speaking or typing. Keyboard. Mouse. Neuma.
As founder, I led product and design for an 8-person engineering team. I owned the product strategy, data collection pipeline, device experience, and the translation layer between mechanical, electrical, ML, and product.
We raised over $5M and pushed a very hard technical idea toward something people could use.
I stepped away last October.
You can read more here.
Before pivoting to Neuma, we built a group buying commerce experience to let friends shop together from late-2020 to mid-2023. Onboarded bodegas across NYC and hundreds of users, but decided to shut it down.
I’m strongest at the messy middle of product, design, and engineering: turning ambiguous technical capabilities into products people can actually use.
Product
I like making the bet: what to build, who it is for, how it should be positioned, and what business outcome it should drive.
Design
I’ve designed interfaces since I was 16. I care about products that feel clear, fast, and emotionally right, not just polished.
Engineering
I prototype across web, mobile, and native. With coding agents like Claude Code and Codex, I move quickly from idea to working product and collaborate deeply with engineers.

I was the first technical PM hire, joined at seed stage and saw the company grow to Series B, owning the Designer and CMS.
I led the launch of Breakpoints and Prebuilt Layouts, two of the biggest surface areas that are now used by millions of users building on the web.
Before consumer-facing products, I led design system and internal DevOps initiatives to speed up development within our engineering org.
I'm the 'biohacker' in my circle — obsessed with strength training, biomarkers, wearables, cold exposure, sauna, nutrition, supplements for better health & life span.
My friends joke I'll start my own supplement or health brand one day (if you look at my kitchen, you'll know).
I write poetry & raps, dabble with interior design, enjoy cooking Mediterranean food, and collect old-school jazz vinyls for fun.
Deeply influenced by Stoic philosophy and Scandinavian principle of "nyttokonst" - useful art.