MRMikael Rochman

AI-native operator

Mikael Rochman

  • Columbia University
  • Tel Aviv University
  • IDF Paratroopers
  • Founder, Trovee
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Mikael Rochman
Mikael Rochman

Citizen ofIsraelUSAFrance

About

I am an AI-native operator: business-minded, technical, creative and product-oriented. Versatility is my strength. Ultimately I want to channel my light toward solving important problems, using whatever tools are needed.

  • Columbia UniversityBA, Information Science · GPA 3.876 · Dean's List
  • Tel Aviv UniversityBA, Digital Culture & Communication, minor in Entrepreneurship & Innovation · Magna cum laude
  • Israel Defense Forces
  • IDF Paratroopers
  • Tel Aviv University
  • neolabs
  • Nilos
  • Columbia University
  • Trovee
01

Entrepreneur in Residence, neolabs

neolabs is a startup studio. Inside it I founded and ran Trovee, an agentic AI company focused on inventory and home management agents.

Trovee - AI Inventory and Home Agents

The core product was the inventory. One photo of 50+ items returned every one of them identified, cut out, valued and searchable in two seconds, shipped as an iOS beta. Agents built on top of it acted on what it knew, first for moving and then for home services. We took it into pilot conversations with Fortune 500 partners.

  1. On-demand storage
  2. AI inventory
  3. Moving agent
  4. Smart‑home agent
  5. Home services agent

As founder and CEO I owned it end to end: the business strategy and partnerships, the product, and the pre‑launch site and brand. I managed an engineer and a business development rep.

Concept demo
Clothes, shoes and accessories laid out on a bed, photographed in Trovee's multi-item mode. Each item is boxed and numbered.
Demo Suitcase0 items
    02

    Agentic Systems I Built

    Every one of these started as a problem I or someone close to me had, or out of curiosity.

    AI Health Insurance Claims Agent

    Health insurance reimbursement is paperwork nobody gets around to. Send the agent a photo of a receipt on Telegram and it takes it from there: it works out which claim it belongs to, asks for anything missing, logs into the insurer's site, fills the form, and follows the claim until the money arrives. It asks for approval by text before filing.

    One claim, start to finishConcept demo
    1. You send a photo of a receipt
    2. Matches it to the right claim
    3. Asks you for anything missing
    4. Fills in the claim form
    5. Tracks it until the money arrives
    Real app

    Career HQ - AI Job Search System

    Finding the right job is a full-time job, and the human brain has a limited context window. I built a tool that finds relevant job openings, looks through everyone you know to find a door into them, tracks progress, and moves them across the pipeline on its own. LinkedIn meets headhunter meets CRM, run by talking to it in plain language or by dragging things by hand.

    Real app

    Every name and company in these screenshots is invented. The real board is private.

    Fully Automated AI YouTube Channel - Biohacking

    One sentence makes a video. It finds a topic worth covering, checks every fact before writing a word, makes the title and thumbnail, writes a script to fit them, generates the video, fills out the description, tags and timestamps so it gets found, and schedules it to publish.

    1. You ask for a video
    2. Finds a topic worth covering
    3. Checks every fact
    4. Makes the title and thumbnail
    5. Writes a script to fit them
    6. Generates the video
    7. Fills out every detail, optimized to be found
    8. Schedules it to publish

    AI Tools to Manage Real Estate Listings

    I helped run the day to day on a family portfolio of South Florida commercial property, and built agents to do the listing work. Drop in the photos you shot on your phone and they come back looking like a photographer took them, in the order you would walk the building. From there it writes the listing, posts it on LoopNet and Crexi, the two sites where commercial space gets advertised, and builds the brochures and the outreach emails. It also researches what each building is best used for and comes back with the tenants worth calling.

    1. You drop in every photo
    2. Picks the best shot of each room
    3. Cleans each one up
    4. Orders them as a walk-through
    5. Pulls public records and past listings
    6. Writes the listing
    7. Fills the forms, uploads the photos
    8. Goes live on LoopNet and Crexi

    NBA Fantasy Draft Assistant

    A fantasy draft is 130 picks long, it moves in minutes, and every pick anyone makes changes what you should do next. I built a draft assistant. It watched thirteen analysts' videos, pulled out every pick they recommended, and turned it all into one ranking of 150 players.

    On draft night it was connected to my Yahoo account, watching the live board. Every pick anyone made updated my board on its own: who was still available, what my roster was missing, which stats my team was weak in, and whether I could still afford to wait on a player or had to take him now.

    Concept demoPick 85 of 130

    My board, re-ranked after every pick

    Real app
    The draft desk dashboard mid-draft: a ranked player table with target pick windows and a can-I-wait call on every player, beside positional scarcity and category build panels.
    Mid-draft.
    03

    IDF & Campus Activism

    Israel Defense Forces

    Paratroopers, Battalion 101 · Unit 551 reserves · Staff Sergeant

    Born abroad with no obligation to serve, I flew to Israel at eighteen to draft as a lone soldier. Passed a selective tryout to join the Paratroopers, served as a team-leading sharpshooter and extended for a second border.

    On October 7, 2023, during my first semester at Columbia, I flew back the same day to join my reserve unit, one of the first units deployed in Gaza. Back in class in January.

    In helmet and gear at dusk during the reserve call-up.

    A browser game I built in a day using Blender and Claude Code: 3D, physics, sound and a test suite behind it.

    Students Supporting Israel

    President, Columbia chapter

    Elected to lead a 350-member organization through the most contested year on an American campus in decades. I moved it away from talking to itself and toward building relationships with student groups who had no obvious reason to talk to us.

    Primary media spokesperson, and engaged directly with the president of Columbia on student safety. The work earned me Columbia's Leadership and Service Award.

    04

    Young Zion

    Thirty-two songs and over a million streams, all independent: I ran the producers, engineers, artwork and releases myself. A creative outlet for my thoughts on the issues I care about. Performed with legendary artist Matisyahu.

    05

    Get in Touch