Ayush M.
AI SaaS Developer | React, Node.js, Python | LLMs, RAG & Cloud
Great software isn't just about writing code. It's about solving business problems with technology that keeps performing as your company grows. I help founders, startups, and enterprise teams design, build, and scale modern SaaS platforms, AI-powered applications, and cloud-native systems. Whether you're validating an MVP, modernizing an existing product, or building a platform from the ground up, I take ownership of the entire development lifecycle, from architecture and implementation to deployment and long-term evolution. Every product is designed with scalability, security, maintainability, and long-term business value in mind. WHAT I'VE BUILT Saral Hire | AI Recruitment Platform Built the backend for an AI-powered recruitment platform using semantic search, pgvector, and a resilient multi-LLM architecture (Groq + Azure OpenAI) on AWS ECS Fargate. Indexed 119,000+ candidate profiles with high availability and graceful failover during AI provider outages. Driveline TCO | Fleet Decision-Support Platform Engineered a Total Cost of Ownership and route feasibility platform for fleet operators comparing alternative drivetrains (BEV, FCEV, Hydrogen, and more). Built with Python and Streamlit around three independent calculation engines and a 115-test automated suite, delivered ahead of schedule. TestDino | Platform Architecture As FDE & Platform Architect, designed and deployed scalable microservices using Kubernetes and Helm with full CI/CD automation. Previously built an API test execution engine handling 100+ concurrent jobs, cutting test cycle time by 40% through container orchestration. WHAT I BUILD • AI-Powered SaaS Platforms & AI Agents • Custom Web Applications & Enterprise Software • Healthcare Platforms (EMR, EHR, Telemedicine) • CRM, ERP & Internal Business Systems • AI Chatbots, Virtual Assistants & Workflow Automation • API Platforms & Third-Party Integrations • MVPs, Product Validation & Legacy Modernization AI & MODERN DEVELOPMENT I build production AI systems, not just prototypes, using vector search, hybrid retrieval, and multi-LLM architectures designed for real-world reliability. I also use modern AI-assisted development tools like Claude Code, Cursor, GitHub Copilot, and Windsurf to move fast without cutting corners on quality. TECHNOLOGY STACK Frontend: React.js, Next.js, Angular, TypeScript, Tailwind CSS, Shadcn/UI Backend: Node.js, Express.js, NestJS, Python, FastAPI, Django, .NET Core Databases: PostgreSQL, MongoDB, MySQL, Redis, DynamoDB, Elasticsearch, Pinecone Cloud & DevOps: AWS, Azure, GCP, Docker, Kubernetes, Terraform, CI/CD Architecture: REST APIs, GraphQL, Microservices, WebSockets, OAuth/JWT HOW I WORK Successful products are built by understanding both the technology and the business behind it. I work closely with clients to understand goals, users, and long-term vision before making technical decisions, so every solution is built for launch and for sustainable growth. You'll always know where your project stands. Proactive communication, realistic timelines, and software built for real-world use, not just impressive demos. WHY CLIENTS WORK WITH ME ✓ Business-first engineering, not just code delivery ✓ AI-first engineering with modern development workflows ✓ Clean, maintainable, and scalable architecture ✓ Security and performance built in from day one ✓ Clear, proactive communication throughout ✓ End-to-end ownership, from architecture to deployment ✓ Long-term technical partnership, not one-off delivery If you're looking for a technical partner who can own your product from architecture to deployment, integrate modern AI where it adds real value, and build software designed to scale, I'd be happy to discuss your project. Core Expertise AI SaaS Development, Full-Stack Development, React.js, Next.js, Angular, Node.js, Python, Django, FastAPI, MERN/MEAN Stack, OpenAI, Claude, Claude Code, Gemini, MCP, LangChain, LangGraph, AI Agents, RAG, PostgreSQL, MongoDB, AWS, Azure, Docker, Kubernetes, REST APIs, GraphQL, Microservices, Enterprise Software, CRM, ERP, Healthcare Software, Cloud Architecture, DevOps
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $633
Billed in all: $2,070$2.1k
$633 in the last 6 months
Earnings, last 30 days
Skill rankings: Top 23% in AWS Fargate
Ranked by MRR among everyone on Upwork with the skill.
- #24Platform Designer51 freelancers · 🇮🇳 #5Top 47%🇮🇳#5 of 6
- #47AWS Fargate206 freelancers · 🇮🇳 #14Top 23%🇮🇳#14 of 46
- #313Solution Architecture1,009 freelancers · 🇮🇳 #55Top 31%🇮🇳#55 of 207
- #418Redis1,774 freelancers · 🇮🇳 #66Top 24%🇮🇳#66 of 334
- #520Microservice2,217 freelancers · 🇮🇳 #139Top 23%🇮🇳#139 of 617
- #827Kubernetes3,351 freelancers · 🇮🇳 #153Top 25%🇮🇳#153 of 678
- #1,047CI/CD3,691 freelancers · 🇮🇳 #216Top 28%🇮🇳#216 of 737
- #1,372Microsoft Azure4,659 freelancers · 🇮🇳 #340Top 29%🇮🇳#340 of 1,130