Muhammad Idrees A.
Senior Full-Stack Engineer | RAG & Real-Time Systems
You have a product idea, a real-time system that needs to scale, an AI application that needs to actually retrieve the contextual data, or a backend that is falling apart under load. Now you need someone who understands distributed systems, not just CRUD. That is where I come in. I am a Real-Time Systems Engineer and Full-Stack Developer with 4+ years of experience building event-driven backends, RAG-based AI pipelines, and code-first automation for founders and engineering teams who need systems that perform under pressure. I work across the full stack with a backend-heavy focus: MQTT | Kafka | Socket io | Node js | Fastify | Next js | React | PostgreSQL | MongoDB | Docker | AWS | Redis | LangChain | pgvector | React Native I do not just write features. I think about data flow, system boundaries, failure modes, and what happens when your user base grows 10x overnight. I ask the questions most developers skip. I plan the architecture before touching the code. And I stay close to the system until it is ready for production. I will tell you when an event-driven approach is the right call. I will also tell you when it is overkill and something simpler will do the job better. Selected Product Experience - Senior Software Engineer at DevNauts Where I lead technical execution, standardize engineering workflows, and have delivered 8 full-stack projects in the first 10 months across real-time systems, SaaS platforms, and automation tools. -Built QuantLayer A production-grade real-time device monitoring platform processing live data streams across a Zero Trust security model, with a full MQTT to Kafka ingestion pipeline, distributed microservices architecture deployed on GCP, and a Socket io powered frontend that reflects device state instantly with zero polling and zero data loss. - Built Visent A facial recognition visitor management system with AWS Rekognition, RFID and QR-based access control, multi-tenant architecture, and real-time visitor logs. - Built DriveDirect A React Native driver tracking app with live location updates, offline database sync for low-connectivity areas, and a vehicle appraisal workflow to prevent false damage claims. Graduated from NUST, one of Pakistan's top engineering universities, with a BS in Software Engineering. What I Can Help With Real-time systems MQTT | Kafka | Socket io | WebSockets | SSE | Redis Pub/Sub | BullMQ | Event-driven microservices | Live dashboards | Device monitoring | Collaborative tools RAG and AI pipelines LangChain | OpenAI API | Anthropic API | pgvector | Pinecone | Document ingestion | Chunking strategies | Semantic search | LLM orchestration | AI chatbots | Knowledge bases Code-based automation Custom workflow engines | Webhook pipelines | Async job queues | Cron schedulers | Third-party API orchestration | Retry logic | Failure handling | Stripe | Nodemailer Backend and APIs Node.js | Fastify | Express | REST| JWT | OAuth | PostgreSQL | MongoDB | Supabase | Xano | Microservices | Docker | Docker Compose Frontend and mobile React | Next js | TypeScript | Redux Saga | MUI | Tailwind | React Native | Offline sync | Admin dashboards | Real-time UIs Devops AWS | GCP | Docker | Nginx | CI/CD | GitHub | BitBucket A Good Fit If You are building something where data needs to move fast, AI needs to retrieve accurately, or workflows need to run without a human in the loop. You want a developer who understands systems, not just syntax. You care about architecture, reliability, and code that holds up as your product grows. Not a Good Fit If You want the cheapest option, need someone to build fast and skip the thinking, or are looking for a developer who will not push back when something is being built the wrong way. So if you are building something that needs to work at scale, let's talk.
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $2.8k
Billed in all: $3,709$3.7k
$934 in the last 6 months
Earnings, last 30 days
Skill rankings: Top 14% in Fastify
Ranked by MRR among everyone on Upwork with the skill.
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