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Shubham Mukherjee Portrait
Hello! I'm Shubham Mukherjee

Judges a book by its cover.

Because if the cover doesn't impress you, what will?

I'm a Software Engineer.|

Full Stack & AI Engineer

A passionate full stack and AI engineer, functioning in the industry for 3+ years now. I make meaningful, high-performance, and delightful digital products that create an equilibrium between user needs and business goals.

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Capabilities & Focus

Areas of Expertise

Web & Mobile Product Engineering

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

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AI/ML Integration

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

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Cloud & CI/CD

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

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Performance & Reliability

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

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Career Focus & Goals

I'm looking to join a cross-functional team that values accessible design.

I specialize in bridging the gap between design fidelity, core front-end performance, and robust production-ready machine learning architectures.

Frontend

Interactive interfaces, smooth transitions, state management, and pixel-perfection.

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

Backend

Scalable database designs, APIs, containerization, and structured system pipelines.

Node.js
Python
PostgreSQL
Docker
System Design

AI & Operations

ML model integration, model serving, CI/CD automation, and secure DevOps.

AI/ML Integration
MLOps
Model Serving
DevOps
CI/CD
Projects Showcase

Featured Projects

Featured Project

Synthetix AI

An enterprise-grade multi-tenant AI SaaS. Enables organizations to orchestrate multi-agent RAG pipelines using Qdrant vector databases, LangChain chain controllers, and PostgreSQL workspace partitioning. Integrates usage-based API metering and Stripe invoicing.
Next.jsQdrant Vector DBLangChainStripe SaaS
View Project Source Code
synthetix ai.shubhammukherjee.in
Screenshot of the Synthetix AI project
Featured Project

DeploySentinel

A Kubernetes-native operator that automates production rollouts. Monitors live Prometheus latency and HTTP 5xx error metrics to drive autonomous canary progression, triggering automatic gitops rollbacks via ArgoCD upon anomaly threshold violations.
Kubernetes OperatorGoLangPrometheusGitOps CI/CD
View Project Source Code
deploysentinel.shubhammukherjee.in
Screenshot of the DeploySentinel project
Featured Project

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
View Project Source Code
ai website builder.shubhammukherjee.in
Screenshot of the AI Website Builder project
Featured Project

CoDraw

A real-time collaborative vector drawing workspace designed for system engineering teams. Uses Yjs CRDTs and WebRTC to synchronize shape placements, multiplayer cursor movements, and visual layout edits directly in client browsers with offline sync.
ReactYjs (CRDTs)WebRTCHTML5 Canvas
View Project Source Code
codraw.shubhammukherjee.in
Screenshot of the CoDraw project
Writing & Thoughts

Latest Articles

ArticleJul 2, 2026

Evaluating LLM Output Quality at Scale in Production

How we build automated evaluation pipelines using LLM-as-a-judge, semantic similarity metrics, and human-in-the-loop audit logs.

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ArticleJun 22, 2026

Demystifying OAuth 2.1 and OpenID Connect at the Edge

Implementing PKCE, securing session cookies in Server Components, and configuring stateless JWT token rotation schemes.

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ArticleMay 14, 2026

Orchestrating Multi-Agent Swarms: Beyond Simple Chains

Moving from linear pipelines to dynamic state machines where specialized LLM agents negotiate and delegate tasks autonomously.

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Contact

I'm currently looking to join a cross-functional team that values collaborative engineering, accessible design, and shipping high-impact digital products.

[email protected]