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About

MK

I'm a Senior Software Engineer specializing in shipping AI models from research to production, with experience across startups, scale-ups, and R&D labs.

I focus on industrializing the AI model lifecycle:

• •Building automated workflows from data collection and labeling to model training and production deployment
• •Building and operating AI services in production, with a focus on scalability and reliability

Side Projects

In my free time, I like building software products that solve real problems and create value for the people who use them.

I'm driven by the problem first, not the technology — often starting with a problem I have myself, then building and shipping a solution that others can use too.

PaperPeeks

Reading academic papers means constantly scrolling back and forth to check references.

I built a custom PDF viewer that fixes this — hover over any citation and a popover shows the paper's metadata, abstract, and a link to open the full paper, right where you are.

Chrome ExtensionJavaScriptPDF.jsVue.js

Open in Chrome Store

Scrivo

I'm a heavy Excalidraw user, and I wanted to take hand-drawn diagrams and turn them into editable digital versions. That initial idea grew into a micro-SaaS with a rich text editor that converts handwritten documents into editable content — supporting flowcharts, tables, math formulas, and more.

A few hundred users signed up, and there are even a handful of happy paying customers.

NuxtTiptapExcalidrawshadcn/vueSupabase

Visit Website

Parenting Daily

I wanted evidence-based parenting advice, but between work and family there's no time to dig through long articles or search through social feeds.

So I built an Android app that delivers one science-backed parenting insight per day — short enough to read in a minute, backed by trusted sources — a daily habit to improve my parenting knowledge, one minute every day.

React NativeExpoSupabase

View on Play Store

Experience

1. Senior Software Engineer (ML)

   May 2022 - Present

   Entrust · Identity Security

   • AI for identity verification
   • Productionizing Vision-Language Models (VLMs) for identity document understanding

2. Machine Learning Engineer

   Mar 2021 - May 2022

   wefox · Insurance tech

   • AI for insurance

3. R&D Software Engineer - Samsung

   Oct 2018 - Apr 2021

   Samsung Strategy and Innovation Center · Paris Area, France

   • Prototyping AI-based products

4. Data Scientist/Engineer

   Mar 2017 - Aug 2018

   Metigate · Paris Area, France

   • Building data pipelines for weather data

5. Computational Biology Internship

   Apr 2016 - Oct 2016

   DKFZ German Cancer Research Center · Heidelberg, Germany

   • Machine learning for protein structure prediction
   • Contributed to research on how SARS-CoV-2 interacts with human cells, published in Molecular Cell

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