Hi, I'm Muhammad Sufiyan Baig
I build production backends and AI-integrated systems — FastAPI and Node services, PostgreSQL schemas that survive real load, and LLM pipelines that ship. 2.5+ years, 20+ projects delivered for clients across fintech, SaaS and multi-tenant platforms. Now heading toward MLOps.
2.5+
Years of Experience
20+
Projects Shipped
25+
Technologies
// about
About Me
I'm a backend-heavy engineer. Since 2023 I've shipped production systems for real organisations — a crypto trading platform, a 102-employee mall operations system, and a dart training app for an international client in Germany.
The work I do best sits in the backend: FastAPI and Node services that handle real concurrency, PostgreSQL schemas past 30 tables, and role-based access systems that non-technical users can operate without training. Lately that's extended into AI — LangGraph pipelines, LLM API automation, and in-browser TensorFlow.js inference.
On client projects I usually wear three hats at once: developer, project manager, and team lead — from requirements gathering through to production deployment. I'm studying Data Science at SMIU (2027) and moving toward MLOps, where data infrastructure and ML systems meet.
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2.5+
Years of Experience
20+
Projects Shipped
25+
Technologies
// projects
Featured Projects
The work I would open first in an interview.
CryptoFleet.io
A full-featured cryptocurrency trading platform supporting P2P and spot trading, built with a serverless architecture and real-time market data integrations.
Square One Orbit
Full-stack task and ticketing platform for a 24/7 shopping mall — 102 employees across 9 departments, 6-tier RBAC, camera-only proof of completion, subticket dependencies, automated monthly performance reports, and a FastAPI backend with 44 endpoints.
Lexnis Residential
Production backend for a residential security SaaS — async FastAPI + WebSocket server with real-time SOS emergency system, shift management, area group chat, AWS S3 CSV exports, and fully automated Docker CI/CD pipeline on AWS EC2 with health-check rollback.
Alpha Trace
Full-stack data mining research platform analyzing how geopolitical events and community sentiment causally influence stock market behavior across 5 global exchanges (2.2M+ hourly records) using Granger causality, XGBoost, Neo4j graph analysis, and a GraphQL dashboard.
Browse everything
11 projects across clients, personal builds, and open-source packages.
// skills
Tech Stack
The tools and technologies I reach for when building production software.
Levels are self-assessed against production usage, not tutorials. Happy to go deep on anything in the top tier.
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// experience
Work Experience
Companies and roles that have shaped how I think about software engineering.
Lead Software Engineer
Innovative Widget
Mentored and led junior developers to encourage collaboration and growth. Designed, developed and deployed user-friendly full-stack web applications.
Full-Stack Developer
Panacloud Pvt Ltd
Developed and managed responsive websites using Frameworks & Libraries. Collaborated with teams to improve website performance and user experience.
// how-i-work
From Idea to Production
No surprises, no scope creep. A repeatable process that delivers working software on time, every time.
Step 01
Discover
Understand the problem, not just the feature request.
Deep-dive into goals, constraints, existing systems, and end users. I ask the uncomfortable questions upfront — so we never spend time building the wrong thing.
Step 02
Architect
Design the system before you build it.
Tech stack decisions, database schema, API contracts, and component boundaries — all documented and reviewed before a single line of production code is written.
Step 03
Build
Ship in iterations. Quality is non-negotiable.
Weekly demos, async updates, and working software at every checkpoint. Changes are cheap early. I keep them that way by moving in tight, reviewable cycles.
Step 04
Launch
Deploy. Monitor. Hand off clean.
CI/CD pipelines, production monitoring, performance tuning, and full documentation. I don't just hand off code — I make sure it runs, scales, and your team owns it.
Ready to start a project?
Start a Conversation// contact
Get In Touch
Have a project in mind or want to discuss an opportunity? Drop me a message and I'll respond within 24 hours.