Ashish Singh

Full-Stack Leaning Frontend Engineer

Full-Stack Leaning Frontend Engineer focused on building fast, reliable product experiences with strong backend awareness.

Engineering Approach

Core strengths used to build maintainable, production-ready product systems.

Performance engineering across UI and API layers with React Query, GraphQL optimization, and SSE-based delivery.
Scalable frontend architecture using NX monorepos, shared component libraries, and testable module boundaries.
API-first product execution with GraphQL and REST integration backed by backend-aware frontend decisions.
Production readiness through observability, structured logging, and reliability testing with Vitest, Playwright, and k6.
AI-assisted product engineering using OpenAI APIs, automation workflows, and developer tooling integrations.

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.

Selected Work

Representative product and platform work focused on quality and maintainability.

AI Code Review Bot

Problem

Pull request reviews were taking too long for routine quality checks, creating feedback bottlenecks across active repositories.

Solution

Built a GitHub App service that processes pull request webhook events, analyzes diffs with OpenAI APIs, and publishes structured review comments automatically.

Architecture

Used installation-scoped GitHub authentication for secure multi-repo operation.
Enforced webhook signature verification to protect inbound event handling.
Designed diff parsing and prompt construction to keep responses relevant while controlling token usage.
Containerized the service with Docker for predictable deployment and scaling.

Outcome

Enabled fast first-pass reviews with consistent, actionable feedback and production-ready deployment behavior.

Tech Stack

Node.js
Express
OpenAI API
GitHub Webhooks
Docker

View source

Crypto Tracker (PWA)

Problem

Users needed quick market visibility on mobile with usable behavior even under unstable connectivity.

Solution

Built a Progressive Web App that combines short-polling updates with service-worker caching for near real-time data and offline capability.

Architecture

Implemented service-worker caching strategy for offline-first behavior.
Used short-polling intervals tuned for freshness without excessive request pressure.
Applied modular code splitting to reduce initial load cost.

Outcome

Delivered an installable, responsive tracking experience with offline support and stable runtime behavior.

Tech Stack

React
JavaScript
Service Workers
PWA APIs

View source

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.

Contact

I'm open to meaningful product and engineering conversations.

ashishsingh.1899@gmail.com

Based in Hyderabad, India.