Skip to content
About Me

Senior Frontend Engineer with 5+ years of remote experience building AI-native products end-to-end.

Senior Frontend Engineer with 5+ years of remote experience in small, high-ownership teams across US and Europe fast-shipping startups. I build AI-native products end-to-end, most recently in healthcare and B2B SaaS, solo-shipping full-stack platforms that turn ML backends, LLM APIs, and complex clinical data workflows into interfaces people trust.

I combine deep frontend fundamentals with full-stack ownership across BE, DB, and DevOps, working directly with data scientists to translate research into production API logic with Python and FastAPI. I apply strong context-engineering principles and leverage coding agents like Cursor and Claude Code to produce production-grade code at the pace of AI.

The parts I care most about are the ones users feel: design systems that keep teams fast, WCAG 2.2 AA accessibility, and Core Web Vitals tuned against real user monitoring rather than lab scores.

Watch Intro Video

5+

Years Experience

100%

Remote

AI‑Native

Product Focus

Full‑Stack

Ownership

Core Stack

TypeScript
React.js
Next.js

Skills & Technologies

Main strengths

TypeScriptReact.jsNext.jsAI-Native ProductsStreaming LLM Interfaces (SSE)Generative UILLM APIsCoding Agents (Cursor, Claude Code)Context Engineering

AI engineering

OpenAI APIFunction CallingPrompt EngineeringIncremental Partial-JSON Stream ParsingCursor Rules and Command-driven workflows

Frontend craft

Accessibility (WCAG 2.2 AA)Core Web Vitals (INP, LCP)Design SystemsStorybookOffline-First PWAsWeb WorkersWebGLList VirtualizationSSR, SSG, ISR

Can comfortably contribute

PythonFastAPISQLPostgreSQLGraphQLREST APINestJSExpressDrizzleORMSupabaseAWS (S3, Lambda)DockerCI/CDWebRTCSocket.IOObservabilityKeycloakReact NativeData Visualization

State management

React Context APIEvent EmitterZustandXStateReduxJotaiRecoilMobX

React design patterns

Render PropsContainer-PresentationLazy Loading ComponentsCompound ComponentsData Management with Providers

Design principles

SOLIDSoCDRYKISSYAGNI

Styling

Tailwind CSSShadCNCSSSCSSCSS ModulesStyled ComponentsMaterial UIChakra UIAnt DesignBootstrap

Testing

JestReact Testing LibraryPlaywrightCypress

Work Experience

Founding Full Stack Engineer

Martlet.ai
May 2025 - Present

🚀 Unblocked a $1.2M payer contract by taking the platform to WCAG 2.2 AA, closing 180+ axe-core violations and gating CI on accessibility so regressions never shipped.

🚀 Removed ~18 hours a week of manual medical record review per coding team, turning ICD code extraction and RAF score calculation into a self-serve workflow instead of a chart-by-chart bottleneck.

🚀 Lifted AI suggestion adoption from 22% to 71% with a generative UI layer that streams typed component descriptors into evidence cards and RAF score breakdowns, giving medical coders a defensible audit trail instead of an opaque score.

🚀 Cut time to first token from 12s to 380ms and assistant abandonment by 48%, streaming ICD code suggestions over SSE with incremental partial-JSON parsing and abort-signal cancellation.

🚀 Sped up RADV audit defense 40% for medical record reviewers by building the task workspace behind it: status-scoped tabs, search, pagination and resizable side-by-side panels for chart and evidence review.

🚀 Raised risk-adjustment coding accuracy 35% with a patient chart workspace that pairs filtering, pagination and per-chart annotation with evidence linking, so every code a coder submits points back to the clinical text that supports it.

🚀 Shipped a PHI de-identification service under HIPAA on FastAPI and PySpark, running SparkNLP models across text, PDF, CSV, audio, FHIR, CDA, DICOM and AWS HealthImaging.

Lead Frontend Engineer

Pool Office Manager.
Jan 2023 - Apr 2025

🚀 Shipped features 31% faster and cut UI defects 20% with a typed, accessible design system covering 92% of product surfaces, 45 components with Storybook docs and a documented path off legacy screens.

🚀 Cut failed job submissions 84% with an offline-first PWA using optimistic mutations, IndexedDB persistence and a background sync queue, keeping field technicians productive in connectivity dead zones.

🚀 Dropped p75 INP from 620ms to 140ms on the scheduling grid by virtualizing 10,000+ rows and re-architecting the render path of the drag-and-drop dispatch board.

🚀 Shrank API payloads 62% migrating two core entities from REST to GraphQL with a normalized cache and persisted queries.

🚀 Took PR review time from 2 days to 4 hours as tech lead for 4 engineers, introducing review SLAs, an RFC process for architectural decisions, and feature-flagged daily releases.

Frontend Engineer, Next.js Platform

A Leon Company.
Jan 2022 - Dec 2022 · Part-time to Full-time

🚀 Reduced build time from 45 minutes to 2 at 500k pages by re-architecting the rendering strategy off full rebuilds onto incremental and on-demand regeneration.

🚀 Consolidated every client storefront into one multi-tenant codebase, mixing SSR, SSG, ISR and On-Demand ISR per route so each page type got the rendering strategy it actually needed.

🚀 Improved initial load 40% by replacing third-party dependencies with in-house implementations, taking the bundle from 35 npm packages to 10.

🚀 Drove a 34% lift in organic traffic taking storefronts to green Core Web Vitals with AVIF and WebP image pipelines, font subsetting and edge middleware routing.

Frontend Engineer, Scientific Visualization

Red Matter Technologies Ltd.
Sep 2021 - Oct 2022

🚀 Rendered millions of cell events at 60fps in the browser, moving flow cytometry plotting off the main thread into Web Workers with a WebGL canvas renderer and transferable buffers.

🚀 Took core gating operations from O(n³) to O(1) by redesigning the frontend data model and rendering architecture around precomputation instead of per-interaction recomputation.

🚀 Cut re-renders 7x and sped up workspace operations 3x, eliminating the browser lockups that froze the tab mid-analysis.

Software Engineer, Full Stack

MzTech Software Development Corporation.
Jan 2021 - Aug 2021

🚀 Built the product's real-time communication module on WebRTC and Socket.IO: video and audio calls, screen share, presence and read receipts.

🚀 Built the company's public marketing site end to end in React, JavaScript and Material UI.

🚀 Shipped resumable multi-file video uploads with S3 multipart, presigned URLs and Lambda post-processing.