mbvlabs.

My work

Proven software for real product and operations problems.

I work as a fractional tech lead for founders and lean teams who need senior engineering judgment, hands-on implementation, and software that can keep moving after launch.

Client work

Internal tool search for Everphone

Worked as Senior Software Engineer for Everphone, adding Typesense-powered search to a Rails internal tool so employees could find operational information faster in their day-to-day work.

The internal tool gained practical search functionality, helping Everphone employees find the information they needed without relying as heavily on slower manual navigation through the application.

Backend infrastructure for Kuatro Group

Worked as Principal Engineer for Kuatro Group, building backend infrastructure and data pipelines that helped a pharmacy-focused machine learning product move toward market.

Kuatro Group gained the backend infrastructure needed to support the new pharmacy product and move it closer to market. The engagement also gave the existing team clearer backend patterns, a narrower delivery scope, and more confidence working with the product infrastructure around their machine learning work.

Media contextualization platform for Fox Atlas

Worked as Senior Software Engineer on Fox Atlas, building a media contextualization platform that continuously ingested Fox content, analyzed it with ML, and made the results available for ad-segmentation workflows.

Fox Atlas moved forward as a state-of-the-art media contextualization platform, with continuously ingested content analyzed through ML and exposed for segment building so advertising teams could serve more relevant ads.

Marketplace search for Candy.io

Worked as Senior Software Engineer for Candy.io, extending OpenSearch-backed marketplace search through a GraphQL API consumed by a Next.js frontend.

Candy.io gained more capable marketplace search exposed through the existing GraphQL API and consumed by the Next.js frontend. The admin site also gained extended functionality through RPC work, supporting internal operations alongside the customer-facing marketplace.

Principal engineering for ChatSheet AI

Worked as Principal Engineer on ChatSheet AI, building backend systems for multiple MVPs and enabling vector-based context search across several CMS platforms.

ChatSheet AI shipped multiple MVPs during the engagement and gained backend infrastructure for vector-based context search across multiple CMS platforms. The work helped the team test AI product directions quickly while keeping the underlying systems understandable and extensible.
“I need technical help, but I do not want to hire full-time yet.”
M

mbvlabs.

People I have helped

Everphone
Kuatro Group
Fox Corporation
Candy
ChatSheet AI

Experience

Technical Lead

Full-time

Jul 2021 - Mar 2022 - 9 mos

My work focused on software architecture, team building, and code quality. I worked primarily with Go while restructuring the backend from a legacy Java codebase, and React with TypeScript for the customer-facing dashboard. I also architected microservices for handling camera events so parking-lot customers could get reliable real-time information.

I hired and built a remote team of junior engineers, with a particular focus on teaching domain-driven design, Go, React, and TypeScript.

Focus: software architecture, Go, React, TypeScript, DevOps, team building

External Consultant

Freelance

Nov 2020 - Aug 2021 - 10 mos

I consulted on software architecture and design, implemented CI/CD flows, and introduced React, TypeScript, and Go into the company's codebase and engineering practices.

Focus: architecture, implementation, CI/CD, Go, React, TypeScript

Full Stack Engineer

Full-time

7 mos

I worked on improving code quality for the company's React dashboard, particularly by using TypeScript more deliberately. I also worked on moving the API from PHP to Go and from REST to GraphQL, while improving local DevOps through containerization.

Focus: React, TypeScript, Go, GraphQL, DevOps, test-driven development

Full Stack Engineer

Full-time

I worked primarily with React, TypeScript, and Ruby on Rails. I was involved in the initial stages of product discovery and product building while the company was working toward product-market fit.

Focus: React, TypeScript, Ruby on Rails, product discovery, DevOps, test-driven development

Full Stack Engineer

Full-time

I worked on smaller React projects, primarily with a designer to improve clients' online presence and UX/UI. I also built internal Go tools to improve DevOps workflows.

Focus: React, TypeScript, Go, UX/UI, DevOps

Softwareudvikler

Internship

3 mos

I worked on smaller React projects, primarily with a designer to improve clients' online presence and UX/UI.

Focus: React, TypeScript, problem solving, UX/UI

Praktikant

Internship

5 mos