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Shubham Mukherjee Full Stack Engineer

Building High-Performance Web Experiences and AI Systems

Shipping reliable products end-to-end. Building unconventional yet dependable interfaces and ML-backed services.

Engineering Capabilities

Bridging the gap between ambitious product design and robust technical infrastructure.

Web & Mobile Product Engineering

Crafting performant, accessible, and dynamic interfaces with Next.js and React Native. Focus on fluid UX and scroll-driven interactions.

AI/ML Integration

Translating complex ML models into production-ready features. From prompt engineering to deploying inference APIs.

Cloud & CI/CD

Architecting scalable backends and robust deployment pipelines. Ensuring zero-downtime shipping and system reliability.

Performance & Reliability

Optimizing Core Web Vitals, minimizing latency in ML services, and building resilient architectures designed to scale.

Featured Work

A selection of engineering-focused projects bridging complex backend logic with fluid user interfaces.

Live

KhataX

An AI-powered document processing and management system. Built with Next.js and integrated with LLM pipelines to extract, structure, and query unstructured document data at scale.

Next.jsAI/MLTypeScript
Live

DMDesk

A comprehensive desk management and workspace solution. Engineered complex state management and real-time availability sync using TypeScript, providing a seamless reservation experience.

ReactTypeScriptState Management
Live

AI Website Builder

A dynamic website builder powered by artificial intelligence. Leveraged AST manipulation and prompt-driven generation to output production-ready code directly to the browser.

Next.jsASTGenerative AI
Under Development

DealRumble

An upcoming platform designed to aggregate and analyze market deals. Focusing on real-time data ingestion pipelines and personalized recommendation engines.

Next.jsData PipelinesRecommendation Engine

Technical Arsenal

A curated stack designed for building scalable, interactive, and intelligent systems.

Frontend

  • Next.js
  • React
  • TypeScript
  • GSAP
  • Framer Motion
  • Tailwind CSS

Backend & Systems

  • Node.js
  • System Design
  • DevOps
  • CI/CD
  • Docker
  • PostgreSQL

Data & AI

  • AI/ML Integration
  • MLOps
  • Model Serving
  • Python

Writing & Thoughts

Deep dives into engineering challenges, architecture patterns, and the realities of production ML.

ArticleMar 10, 2025

Why I pair smooth scroll with scroll-driven animation

Lenis-style smoothing plus ScrollTrigger gives a polished feel without fighting the browser.

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ArticleFeb 18, 2025

From notebook to production for ML features

A short checklist for turning experiments into APIs you can ship and monitor.

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ArticleJan 22, 2025

TypeScript at the boundaries of your app

Where strict types pay off first: API clients, config, and shared DTOs.

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Let's Build Something
Unconventional.

Whether you need a scalable architecture, a performant UI, or help bringing an ML model to production—I'm ready to engineer the solution.