Senior Software Engineer
About Me
I am a Senior Software Engineer with more than 12 years of experience building production web applications across AI products, creative software, enterprise consulting, and consumer-scale platforms. My core strengths are in React, TypeScript, frontend architecture, performance optimization, design systems, and AI-powered product interfaces.
I have recently focused on AI product workflows, including image review tools, ML result visualization, human-in-the-loop validation screens, confidence score interfaces, and AI-assisted creative workflows. I enjoy turning complex model outputs into clear, usable product experiences that help teams work faster and with more confidence.
In my current independent consulting work, I collaborate with startup and product teams on AI-powered web applications and high-volume review workflows. I build frontend experiences that integrate with Node.js and Python services, and I have improved performance through virtualization, memoization, lazy loading, and optimized rendering.
Previously, I worked at Adobe as a Senior Frontend Engineer, where I built React and TypeScript applications for content management, collaboration, and creative product workflows. I also helped evolve shared component libraries, improve accessibility, and strengthen frontend performance and testing practices.
Earlier in my career, I worked at Alvarez & Marsal and Meta/Facebook, building dashboards, internal tools, and high-traffic product features. These roles strengthened my experience with data visualization, API integration, experimentation, debugging, and cross-functional collaboration.
I hold a Bachelor's Degree in Computer Science from the University of Toronto and have additional certifications in JavaScript and web development with Python. I am based in the United States and am comfortable working remotely with product, design, backend, and ML teams.
Skills
PythonAWSJavaScriptReactDockerCI CDJiraTypeScriptGitPostgreSQLFigmaMongoDBRedisNext.jsHTML5PostmanCypressCSS3SASSMaterial UI
Education
Bachelor's Degree in Computer Science
Experience
Work with startup and product teams on AI-powered web applications, image review workflows, ML result dashboards, and frontend performance improvements. Own frontend development for AI-powered product experiences involving image workflows, ML-generated outputs, review interfaces, and human-in-the-loop validation tools. Partner with product managers, designers, backend engineers, and ML teams to translate model outputs into clear user workflows. Reworked data-heavy dashboard and review screens using virtualization, memoization, lazy loading, and optimized rendering, cutting page load times by 42%. Built image review tools that helped product and operations teams process AI-generated visual outputs 38% faster by reducing manual verification steps. Introduced shared UI patterns for confidence scores, comparison views, review states, model explanations, and AI result feedback. Integrated React applications with Node.js and Python services supporting search, image metadata, permissions, workflow status tracking, and reporting. Designed and maintained selected Node.js/FastAPI endpoints for workflow status, review queues, permissions, and reporting views. Implemented React Query for caching, pagination, optimistic updates, background refreshes, and responsive high-volume review workflows. Added frontend monitoring and error-handling improvements using Sentry, reducing production UI issues by 31%.
Built React and TypeScript applications supporting content management, collaboration, and creative product workflows. Helped evolve shared component libraries and frontend standards used by multiple teams. Worked with designers to translate Adobe design patterns into accessible, production-ready interfaces. Improved application performance through bundle optimization, asset-loading strategies, and rendering improvements, reducing interaction latency by 28%. Delivered features for asset browsing, project navigation, permissions management, content previews, and account settings. Integrated REST and GraphQL services for cloud documents, user profiles, collaboration activity, and asset metadata. Expanded Jest and React Testing Library coverage for shared components and data-driven views. Partnered with accessibility specialists to improve keyboard navigation, screen-reader support, form validation, and WCAG compliance. Participated in architecture discussions, code reviews, and technical planning to improve frontend maintainability.
Developed React and Angular dashboards for client operations, reporting metrics, financial models, and project KPIs. Built reusable components for tables, charts, filters, approval workflows, and document review screens. Integrated frontend applications with Node.js, Python, and REST APIs for operational datasets, financial models, and user permissions. Redesigned filtering, exporting, and drill-down interactions, reducing analyst reporting preparation time by 35%. Created data visualizations with D3.js, Highcharts, and custom React components for revenue trends, cost analysis, and performance summaries. Supported CI/CD pipelines, frontend testing, and production debugging to reduce release-related defects.
Built and maintained React-based product features and internal tools across Facebook platform environments. Worked on high-traffic interfaces where performance, reliability, and responsiveness directly affected user experience. Improved rendering efficiency and API utilization, reducing unnecessary network activity and improving page responsiveness. Integrated backend services, permissions systems, activity data, and real-time updates into dashboards and workflow applications. Participated in experimentation and A/B testing initiatives to measure feature impact and guide product decisions. Collaborated with backend engineers, designers, and product managers through planning, implementation, rollout, and monitoring. Investigated production issues, analyzed performance bottlenecks, and contributed fixes in a fast-paced engineering environment.