Muhammed Suhail EA | Full Stack & AI Engineer

01 — About

Reliable systems, where backend depth meets applied AI.

I'm a full stack engineer with 6+ years shipping production software for enterprise clients. My work spans the whole stack, but I'm most at home in the backend: service architecture, message queues, and the data layer that keeps things fast at scale.

Lately I focus on applied AI — agentic workflows, semantic search, and retrieval-augmented generation. I care about clean APIs, observable systems, and shipping things people actually use.

suhail@dev: ~/whoami

// whoami

const engineer = {

role: 'Full Stack & AI Engineer',

focus: ['Backend architecture', 'LLM agents', 'RAG'],

stack: ['Node JS', 'Next.js', 'Python', 'FastAPI', 'LangGraph'],

}

6+ years·3+ industries served

02 — Stack

The toolkit.

{ }

Frontend

TypeScriptReactNext.jsVueNuxtTailwindReduxVuex

</>

Backend

Node.jsNestJSHono.jsPythonFastAPIGraphQL / ApolloPrismaTypeORMSequelizeRabbitMQBullMQ

AI & LLM

OpenAIClaudeGeminiLangGraphLangChainMastraEveVercel AI SDKRAGAI AgentsMCP & Tool UseQdrantLangfuse

Data & Storage

PostgreSQLMySQLMS SQLRedisSupabaseQdrantIndexedDB

☁

DevOps & Cloud

DockerKubernetesGitHub ActionsCI/CDAWSAzureVercelNginx

▤

Architecture

MicroservicesEvent-DrivenTurborepoPWAOAuth 2.0Azure MSALSystem Design

03 — Experience

Where I've worked.

Jul 2025 — PresentDubai, UAE

Full Stack & AI Engineer

HITEK AI

Delivered an Enterprise Teams AI Assistant for service management at a large industrial company using LangGraph multi-agent orchestration and Qdrant vector search.
Optimized performance using Redis caching and BullMQ job queues.
Built end-to-end approval workflows inside Microsoft Teams.

Vue.jsPythonFastAPILangGraphQdrantTeams AI SDKRedisBullMQ

Oct 2021 — Jun 2025Dubai, UAE

Full Stack Developer

RADIXHR

Built core payroll calculation modules with overtime and variable-pay logic.
Managed microservices architecture serving multiple organizations.
Improved query response times through indexing, caching, and query optimization.
Managed Kubernetes deployments for high-availability infrastructure.

Vue 3NestJSGraphQLApolloTypeORMMySQLRabbitMQRedisDockerKubernetes

Apr 2020 — Sep 2021India

Software Engineer

Pulse Star Technical Solutions

Launched Radix-TAS with offline-first PWA architecture and IndexedDB.
Integrated enterprise security with Azure MSAL and OAuth 2.0.
Delivered mobile-responsive interfaces with Vue.js and Element UI.
Set up a containerized deployment pipeline with Docker.

Vue 2ReactNode.jsExpressSQL Server

04 — Selected work

Five systems I've built.

AI · FEATURED01

Enterprise Teams AI Assistant

Multi-agent AI system for a large industrial enterprise — LangGraph orchestrates specialised agents with human-in-the-loop approval, Qdrant grounds answers in enterprise knowledge, deployed inside Microsoft Teams.

Multi-agentLangGraph orchestration

HITLhuman-in-the-loop

RAGQdrant retrieval

PythonFastAPILangGraphQdrantTeams AI SDKRedisBullMQ

AI Agent · ● online

Raise a service request for AC repair in Block B

Request #SR-1042
AC repair · Block B · Awaiting approval

ApproveReassignEscalate

ENTERPRISE02

Radix HR

End-to-end HRMS platform covering the full employee lifecycle — payroll, attendance, leave, onboarding, document management, and custom workflows — built on a microservices architecture for scale and reliability.

Fullemployee lifecycle

Microservicesarchitecture

Multi-orgarchitecture

Vue 3NestJSGraphQLApolloTypeORM

RadixHR · Dashboard

PayrollProcessed

Attendance142 / 148

Leave requests3 pending

Onboarding2 in progress

DocumentsAll signed

AI03

Flowtrail AI

AI-powered data analytics platform — ask a question in plain English, get SQL, results, and a full dashboard generated from a single prompt. Supports 6+ LLM providers behind one interface.

6+LLM providers

Promptto dashboard

Multi-DBconnectors

SvelteKitTypeScriptVercel AI SDKPythonPostgreSQL

Flowtrail AI · Analytics

"show Q1 revenue by region"

✓ SQL generated · ✓ Query executed · ✓ Dashboard built

$2.4M

APAC

$1.8M

EMEA

$1.2M

AMER

ENTERPRISE04

Radix-TAS

Offline-first time-attendance PWA with IndexedDB persistence, Azure MSAL auth, and real-time sync when the network returns.

Offlinefirst architecture

MSALenterprise auth

Vue 2ReactNode.jsExpressSequelize

Live Attendance · OFFLINE · SYNCED

AK Arun KumarInside · 5:42

SN Sneha NairInside · 5:30

JT Joseph TCheck in

SIDE PROJECT05

SQL Copilot

Natural-language SQL assistant powered by GPT-4o-mini via the Vercel AI SDK, with real-time streaming responses.

Fasterquery writing

Streamingresponses

Next.js 15TypeScriptTailwindOpenAIVercel AI SDK

SQL Copilot

Top 10 customers by revenue this year

SELECT customer, SUM(amount) AS rev FROM orders WHERE year = 2026 GROUP BY customer ORDER BY rev DESC LIMIT 10;

MuhammedSuhail EA

Reliable systems, where backend depth meets applied AI.

The toolkit.

Where I've worked.

Five systems I've built.

Let's build something that ships.