Unitech

Senior Software Engineer specializing in React, TypeScript, frontend architecture, performance optimization, design systems, and AI-powered product interfaces. 12+ years of experience building production web applications across AI products, creative software, enterprise consulting, and consumer-scale platforms. Strong background in data-intensive dashboards, accessibility, component systems, API integration, testing, and frontend performance. 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.

Comfortable collaborating with product, design, backend, and ML teams to turn complex systems into usable product experiences.

Senior Software Engineer / Independent AI Product Consultant at Independent AI Product Consulting (2022-09 – Present)

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%.

Senior Frontend Engineer at Adobe (2020-04 – 2022-08)

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.

Senior Software Engineer at Alvarez & Marsal (2017-01 – 2020-03)

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.

Software Engineer at Meta / Facebook (2015-03 – 2016-12)

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.

Bachelor's Degree in Computer Science – University of Toronto (2010 – 2014)