# Rustam Ermat > Software Engineer Location: San Francisco Bay Area, United States Profile: https://flows.cv/rustamermat šŸš€ Software Engineer with 5+ years of experience specializing in high-performance Front End Systems and AI-driven Full Stack Solutions. I bridge the gap between complex UI architecture (React/TypeScript) and scalable backend services, with a recent focus on automating workflows through RAG pipelines and AI agents. šŸ”§ Core Skills Frontend (Primary): React, Next.js, TypeScript, JavaScript (ES6+), Redux Toolkit, React Query, Context API, Tailwind CSS, Material UI Frontend Engineering: Performance optimization, accessibility (WCAG), reusable component systems, responsive design, state management Backend: Node.js, Express.js, REST APIs, GraphQL AI / LLM: OpenAI APIs, RAG pipelines, AI agents, prompt engineering, structured outputs (JSON schema) Testing & Quality: Jest, React Testing Library, Cypress Cloud & Tools: AWS, GCP, Docker, CI/CD, Vercel, Git, Github šŸŒŸ What Sets Me Apart I approach frontend as a software engineering discipline, focusing on scalability, maintainability, and measurable impact. Built and maintained scalable React applications in production environments Improved performance via efficient rendering, caching, and data-fetching strategies Delivered accessible (WCAG-compliant), responsive UI systems with strong design consistency Developed AI-powered workflows processing 10,000+ documents/week, reducing manual effort by ~80% with ~95% accuracy šŸ’” Key Expertise Software Engineering (Frontend): Architecture, code quality, testing, and maintainability Advanced React Development: Hooks, state management, performance tuning, component design System Design: Scalable frontend structures and clean backend integrations AI Integration: Building practical AI agents, automation pipelines, and RAG systems šŸ” What Iā€™m Looking For Seeking Software Engineer roles (Frontend or Full-Stack) where I can build high-impact products, contribute to system design, and work on modern, scalable, AI-driven applications. šŸ¤ Availability Open to onsite, hybrid, or remote roles; flexible based on team and impact. Based in the SF Bay Area (San Mateo). ## Work Experience ### Software Engineer (Full Stack) | React | Node.js | AI Agent Development @ Boon Jan 2025 ā€“ Present Owned the end-to-end (0ā†’1) development of AI agents across logistics workflows (e.g., Order Agent, Load Agent, Fuel Station Recommendations, Payroll Agent), building React (JavaScript/TypeScript) front-end dashboards and Node.js backend services with LLM prompt engineering, schema-validated JSON extraction, and REST API integrations. Designed and built admin and ops tooling using React/TypeScript dashboards and JSON-based metrics to monitor and manage AI agent performance, accuracy, extraction quality, and throughput, aligned with Manage AI Agent capabilities (real-time tracking, escalation/engagement visibility, feedback loops). Developed AI-driven logistics agents using LLMs and RAG, integrating React (JavaScript/TypeScript) UIs, Node.js services, prompt engineering, schema-validated JSON extraction, and REST APIs to convert PDFs/files into structured orders within TMS/CRM systems. Collaborated with Operations, Product, and Engineering teams to design and ship AI automation using React (JavaScript/TypeScript) front-ends, Node.js backend services, and API-driven workflows, reducing manual data entry and accelerating order creation across supply-chain operations. Improved LLM prompting and validation pipelines using JSON schemas, structured outputs, guardrails, and retry/fallback logic, increasing extraction consistency and reliability across diverse document formats. Ensured scalability, maintainability, and front-end performance across enterprise dashboards through modular React architecture, TypeScript, and API-efficient component design. Implemented and maintained front-end test coverage using Jest and React Testing Library, validating critical user flows, API integrations, and AI-driven workflows with mocked LLM and API responses. ### Frontend Software Engineer | React / TypeScript @ Discover Jan 2021 ā€“ Jan 2025 Developed and maintained React/TypeScript applications for internal and customer-facing features, including dashboards, payments, disputes, and rewards. Built and improved reusable UI components (forms, modals, inputs) to ensure consistency and faster development across teams. Implemented state management (Redux Toolkit/Zustand) and server data handling with React Query/SWR. Focused on accessibility (WCAG 2.1 AA) by adding ARIA attributes, managing keyboard navigation, and improving color contrast. Enhanced application performance through code splitting, lazy loading, and reducing bundle sizes. Integrated with secure APIs using OAuth2/OIDC for authentication and sensitive data handling. Collaborated with designers, product managers, and backend developers in Agile/Scrum sprints to deliver features on time. ### Software Engineer Intern @ Discover Jan 2021 ā€“ Jan 2021 Assisted in developing React components and improving UI consistency across internal dashboards. Supported testing and bug-fixing efforts to enhance reliability of enterprise web applications. Collaborated with senior engineers to gain hands-on experience with front-end best practices and Agile workflows. Contributed to small feature implementations that were later adopted in production systems. ## Education ### Bachelor's degree in Business Administration American University of Central Asia (AUCA) ### Exchange Semester in Entrepreneurship/Entrepreneurial Studies Stetson University ## Contact & Social - LinkedIn: https://linkedin.com/in/rustam-ermat - Portfolio: https://rustam-ermat.dev/ --- Source: https://flows.cv/rustamermat JSON Resume: https://flows.cv/rustamermat/resume.json Last updated: 2026-04-10