AWSApr 1, 2026
88% of AI Agents Fail Before Production — Here's What the 12% Do Differently
Everyone is building AI agents. Almost nobody is shipping them.
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Muhammad Rashid · Available for work
I build AI agents & full-stack products, from idea to production.
Senior Full-Stack & AI Engineer with 5+ years across Python, LLMs, cloud, and mobile. AWS-certified, 100% Upwork success — and I teach 35,000+ developers how to ship real AI on YouTube.
AI Agents·LLMs·Python·Next.js·AWS·iOS / Android·Kubernetes
5+Years building
35K+YouTube subscribers
209Open-source repos
3×AWS certified
100%Upwork success
What I do
I own the whole stack — from the agent to the cloud it runs on.
01
AI Agents & LLMs
Production agents with LangGraph, LangChain, Claude & OpenAI — tool-calling, RAG, voice, and multi-channel automation.
LangGraph · Claude · OpenAI · MCP
02
Full-Stack Engineering
End-to-end products — Python/Django & FastAPI APIs behind clean React/Next.js front-ends, well-tested and documented.
Python · Django · Next.js · TypeScript
03
Mobile Development
Native iOS (Swift) and Android (Kotlin) apps shipped to production, integrated with the backends I build.
Swift · Kotlin · React Native
04
Cloud & DevOps
Scalable infrastructure on AWS — containerization, orchestration, observability, and CI/CD that ships reliably.
AWS · Docker · Kubernetes · Terraform
Selected work
Production apps, not just demos.
From e-commerce platforms and native mobile apps to AI agents and cloud infrastructure — built end-to-end, shipped to real users.
In production
E-CommerceYoon Lab — Cloud E-Commerce ERP
Designed & shipped the Django + DRF platform powering a Korean skincare brand in Mexico — orders, inventory, payments, and customers on AWS.
DjangoAWS ECS/RDSStripeCelery
iOS + Android · live
MobileNative Mobile Apps — Yoon Lab
Built the company's native iOS (Swift) and Android (Kotlin) apps — both live in production, integrated with the Django backend APIs.
SwiftKotlinREST APIs
Full-stack
Full-StackSwapApp — Marketplace
Commission-free marketplace connecting buyers and sellers — properties, vehicles, and work orders in one unified platform.
DjangoDRFStripeAngular
By the numbers
A track record you can verify.
0Public repositoriesopen-source on GitHub
0+GitHub starsacross projects
0+YouTube subscribers571K+ views
0+Upwork contracts100% job success
0K+Earned on Upwork (USD)2,400+ billed hours
0+Newsletter subscribersweekly to engineers
Languages by repo
@codewithmuh ↗Python36
JavaScript15
TypeScript12
HCL / Terraform9
Shell2
Swift / Kotlin2
Experience
From freelancer to CTO & technical lead.
Technical Lead — Full-Stack & AI Integration
2025 — 2026SYBAL · United States · Remote
Led end-to-end technical direction for an AI crop-tech product — turned models into scalable production APIs, set up CI/CD, and mentored the team.
Senior Backend Developer / Full-Stack Lead
2024 — PresentLogistika Urbana · Mexico City · Remote
Shipped a cloud e-commerce ERP (Django + AWS) and the native iOS & Android apps; owns orders, inventory, payments, and infrastructure.
Founder & AI Content Creator
2024 — PresentCodeWithMuh · Remote
Built a learning platform with 35,600+ YouTube subscribers and 209 open-source repos. AWS Community Builder.
CTO / Senior Backend Developer
2023 — 2024APOLOP2P · Remote
Promoted from Backend Developer to CTO — architected the full backend from scratch and led engineering across backend, frontend, and DevOps.
Freelance Software Engineer
2020 — PresentUpwork · Remote
100% Job Success, Top Rated — $100K+ across 85+ contracts and 2,400+ hours for clients in e-commerce, fintech, and healthcare.
Toolbox
The stack I ship with.
Languages
PythonTypeScriptJavaScriptSwiftKotlinSQL
AI / LLM
LangGraphLangChainClaudeOpenAICrewAIMCPRAG
Backend
DjangoDRFFastAPINode.jsRESTGraphQLCelery
Frontend
ReactNext.jsTailwind
Cloud & DevOps
AWSDockerKubernetesTerraformGitHub ActionsJenkins
Data
PostgreSQLMySQLMongoDBRedis
Certifications
AWS
AWS Certified Developer
Associate · 2025
AWS
AWS Certified AI Practitioner
Foundational · 2025
AWS
AWS Certified Cloud Practitioner
Foundational · 2025
AWS
AWS Community Builder
Recognition · 2025
Read & Learn
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Let's build something
Have an idea? Let's ship it.
Open to senior full-stack, AI engineering, and contract roles — fully remote. I take products from idea to production.