INDEXABOUT & CV

00 / PROFILE

ABOUT

Cofounder and full-stack engineer at a SaaS startup, with a strong foundation in computer science and data science. Passionate about NLP, machine learning, and building polished, production-grade applications.

My passion lies at the intersection of linguistics and technology — which is why I created Grammario, an NLP platform that makes grammar visual and intuitive across five languages. I bring breadth across the stack: frontend, backend, ML, data engineering, and infrastructure. When I'm not coding, you'll find me studying languages, reading, or capturing moments through photography.

01
Experience

Cofounder & Full-Stack Engineer

Wheelbase

Cofounded a SaaS startup for pre-owned auto dealerships. Full-stack engineer across a Turborepo + Bun monorepo (5 apps, 4 shared packages) with Next.js, Go, tRPC, and Supabase. One dealership actively using the platform.

Active, ongoing

AI Engineering & Data Science Intern

Massachusetts Executive Office of Administration and Finance

Built a pipeline to ingest English-language financial documents and reproduce them in other languages using AWS Bedrock for translation and libraries like borb and PyMuPDF to preserve PDF layout and formatting.

March — September 2025
02
Education

University of Massachusetts Lowell

B.S. in Computer Science, Concentration in Data Science

Spring 2024

COURSEWORKOperating Systems, Databases, Computer Architecture, Artificial Intelligence, Natural Language Processing, Analysis of Algorithms, Data Structures and Algorithms

03
Certifications
  • Neural Networks and Deep Learning — DeepLearning.AI
  • Natural Language Processing — DeepLearning.AI
  • Programming with Google Go Specialization — UC Irvine
04
Languages
🇺🇸EnglishFluent
🇷🇺RussianFluent
🇮🇹ItalianProficient
🇩🇪GermanBasic
🇹🇷TurkishProficient
🇮🇱HebrewBasic
05
Technical Skills

Languages

PythonGoJavaScript / TypeScriptSQLC / C++R

Web Frontend

ReactNext.jsTailwind CSSShadcn/uiRadix UIZustandTanStack QueryFramer MotionReactFlowTipTapYjs

Web Backend

FastAPIFlaskGin (Go)tRPCPydanticAxios

Data Science / ML

TensorFlowPyTorchscikit-learnpandasNumPyMatplotlibSeabornMLflowStanza (Stanford NLP)

Databases

PostgreSQLMySQLSupabaseFirebase / FirestoreSQLite

Tools & Infrastructure

GitDockerDocker ComposeAWS (Bedrock)NginxGitHub ActionsVercelDigitalOceanMinIOTurborepoBunVite
m.serdukoff@gmail.com43.6532° N · 70.2631° W