Operations diagnostic
One to two weeksI map one recurring cycle end to end, cost it in hours, and rank what to fix by payback. You keep the written report and the roadmap, whether or not we work together afterwards.
Fractional CTO and senior engineer for private equity and private credit firms. I take the manual work out of the processes your team repeats every quarter.
| Company | Value | MOIC |
|---|---|---|
| Meridian Health | €78.4m | 3.1x |
| Kestrel Logistics | €61.2m | 2.4x |
| Orbis Software | €55.9m | 2.9x |
| Lumen Energy | €43.1m | 1.7x |
| Vantara Foods | €29.8m | 1.4x |
The problem
I’ve worked on this problem from the inside.
Engagements
Fixed scope, fixed price
I map one recurring cycle end to end, cost it in hours, and rank what to fix by payback. You keep the written report and the roadmap, whether or not we work together afterwards.
A working version of one manual process, running on your real data. Not a slide deck — something your team can use at the next quarter-end, and enough evidence to decide whether to build it properly.
Agents that do the reading your team currently does by hand: portfolio company reports, data room documents, fund administrator statements. Structured output, with the source cited for every figure, so nothing leaves the building unchecked.
Ongoing
You already have a data or IT team and a build in front of you. I join it — senior hands on your priorities, your tools, your standards — and leave when the work is done.
For firms that need the capability before they need the headcount. I own the technical direction, choose what to build and what to buy, and stay accountable for it.
Method
I sit with the people who do the work and follow the process as it really runs — including the spreadsheet nobody mentions in the meeting.
Built on mainstream, well-supported tooling you can hire for, running on your own infrastructure. No proprietary platform, no licence to renew.
Documentation, training and the code. Your team runs the process without me by the end of the engagement. I am replaceable by design.
Open source
Client work stays private, so here is something that doesn’t. AMOS Core is an open-source project I’ve been working on: a data model for private markets, with a sample dashboard built on a fictional firm’s portfolio. It isn’t a product and it isn’t what I would deploy for you — it’s just a way to see how I model a portfolio and how I document what I build.
Background
I am a data and software engineer. I have worked with a range of clients across private markets — from a small private credit fund financing renewable energy projects in Africa to a private equity firm managing $30bn — building the internal tools their teams use every day.
I work directly with the operations, finance and investment teams who use what I build. There is no delivery layer in between.
The projects themselves are confidential, but several clients are happy to speak about the work. Ask me for references on the call.