Available for new opportunities
MuhammadSufiyan Baig
Backend engineer who builds AI-integrated production systems, and is moving toward MLOps.
- 3+
- Years of Experience
- 20+
- Projects Shipped
- 25+
- Technologies
Backend first.
AI second.
MLOps next.
Read the full resumeI'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 real-time residential security SaaS backend.
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.
- Focus
- Backend & AI-integrated systems
- Approach
- Problem first, then architecture
- Heading toward
- MLOps & data infrastructure
- Currently
- Open to backend / full-stack roles
Selected work
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.
- Next.js 14
- TypeScript
- Tailwind CSS
- Redux Toolkit
- AWS Cognito
- AWS AppSync
- +4
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.
- FastAPI
- Python 3.11+
- SQLModel
- SQLAlchemy (async)
- +9
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.
- FastAPI
- Python 3.13
- SQLModel
- SQLAlchemy (async)
- +15
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.
- Python 3.10+
- FastAPI
- Strawberry GraphQL
- Neo4j 5.0+
- +19
Browse everything
11 projects across clients, personal builds, and open-source packages.
Tech Stack
The tools and technologies I reach for when building production software.
- JavaScriptExpert
- TypeScriptExpert
- PythonExpert
- Node.jsExpert
- Express.jsAdvanced
- FastAPIExpert
- GraphQLAdvanced
- KafkaSolid
- MySQLAdvanced
- Neon PostgresExpert
- SQLiteSolid
- FirebaseSolid
- RedisAdvanced
- Drizzle ORMExpert
- React.jsExpert
- Next.jsExpert
- Tailwind CSSExpert
- Material UISolid
- ShadCn UIAdvanced
- ReduxAdvanced
- ZustandAdvanced
- Framer MotionAdvanced
- VercelAdvanced
- DockerAdvanced
- GitAdvanced
- AWSSolid
- GCPSolid
- System DesignAdvanced
- ArchitectureAdvanced
- GroqSolid
- LangChainAdvanced
- n8nAdvanced
- MCPAdvanced
- RAGAdvanced
- HermesSolid
- OpenAI SDKAdvanced
- Claude SDKAdvanced
- Sanity.ioSolid
Levels are self-assessed against production usage, not tutorials. Happy to go deep on anything in the top tier.
- Expert
- Advanced
- Solid
- Learning
Work Experience
Companies and roles that have shaped how I think about software engineering.
Sep 2024 - Present
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.
Sep 2023 - Sep 2024
Full-Stack Developer
Panacloud Pvt Ltd
Developed and managed responsive websites using Frameworks & Libraries. Collaborated with teams to improve website performance and user experience.
From Idea to Production
No surprises, no scope creep. A repeatable process that delivers working software on time, every time.
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.
Requirements doc + scope agreement
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.
System design + ERD + API spec
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.
Working features every sprint
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.
Production deploy + full runbook
Ready to start a project?
Start a ConversationContact
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.
send.sufiyan@gmail.com