AI Code Review Bot
AI-powered GitHub pull request review system built for faster first-pass feedback, reliable webhook handling, and production-ready operations.
Tech: Node.js, Express, OpenAI API, GitHub Webhooks, Docker
Ashish Singh
Full-Stack Leaning Frontend Engineer
Full-Stack Leaning Frontend Engineer focused on building fast, reliable product experiences with strong backend awareness.
Experience
Highlights from roles where engineering execution improved product outcomes.
Mid AI Full Stack Developer (previously Associate Full Stack Developer)
Techolution | July 2024 - Present
Built and scaled AI-enabled product surfaces across frontend, extension, and API layers with a strong focus on latency, real-time behavior, and maintainable architecture.
Reduced API latency by 40% (1.73s to 1.05s) by parallelizing data-fetching paths and optimizing GraphQL resolver execution.
Delivered core parts of an AI-enabled VS Code extension, including editor integrations and command execution flow.
Replaced short polling with Server-Sent Events for live AI response streaming, improving responsiveness while lowering infrastructure load.
Structured and maintained an NX monorepo with shared libraries, Storybook, improved accessibility, logging, and production observability.
Software Development Engineer - I
Guardians EMS Private Limited | Aug 2023 - Jun 2024
Owned critical user-facing workflows in emergency healthcare products across web and mobile, with emphasis on reliability, location services, and operational efficiency.
Built a mobile-first SOS web application with real-time ambulance tracking using Google Maps platform APIs.
Automated EMS reporting dashboards, removing repetitive manual work and saving 4-5 hours every week.
Developed a React Native healthcare app with OTP-based secure login and live location tracking.
Introduced performance and reliability checks using k6 and Playwright for API and UI confidence before release.
Frontend Web Application Intern
Letstream Ventures Private Limited | May 2022 - Jul 2022
Contributed to workflow-heavy modules in an Ionic application and improved responsiveness across devices.
Implemented client workflow and approval-path features used in day-to-day operations.
Improved mobile responsiveness and interaction consistency across supported devices.
Contributed to cleaner component-level organization to speed up future feature development.
Engineering Philosophy
Measure before optimizing.
Prefer simple, composable systems over clever abstractions.
Strong API contracts reduce frontend complexity.
Performance and accessibility are not afterthoughts.
Build with long-term maintainability in mind.
Performance Snapshot
Outcome-focused metrics from production engineering work.
40% API latency reduction
Optimized GraphQL resolver paths and parallelized data fetching (1.73s to 1.05s).
4-5 hours/week saved
Automated EMS reporting workflows that previously required manual operations time.
Real-time response delivery
Moved AI response handling from polling to SSE for faster perceived feedback.
Release confidence improved
Added Playwright and k6 checks for UI and API reliability before production rollout.
Contact
I'm open to meaningful product and engineering conversations.
Based in Hyderabad, India.