Platform engineering
A platform that helps every team ship.
- Internal developer platform
- Microservice scaffolding
- Multi-tenant SaaS foundation
I work across software architecture, fullstack engineering and applied AI, and I have built an independent training and consulting practice alongside it. This is the path, not just the résumé.

My professional work has taken me through web applications, payments, industrial monitoring, cloud platforms and AI systems. That variety shapes my approach: understand the business problem, make the boundaries clear, and build something the team can maintain.
Alongside engineering, I have run weekend training and mentorship through APPNEURAL since October 2021. I teach through projects, architecture discussions and practical feedback, and Innovate with Ajay is where that teaching now lives.
Based in Udaipur, Rajasthan. Remote consulting, team workshops and individual mentorship.
From the interface people touch to the cloud that keeps it running. Years are from my CV where stated.
A platform that helps every team ship.
AI workflows with tools, limits and accountability.
Robust systems for demanding traffic.
A review that turns uncertainty into a plan.
Architecture your team can understand and build.
Developer tools people can trust in their code.
A design system that survives product growth.
Roles and organisations are reproduced from my CV. They do not imply any organisation's endorsement of Innovate with Ajay.
Architecting agentic AI solutions for enterprise clients: multi-agent workflows, MCP integrations, RAG pipelines and AI governance for production GenAI systems.
Developed scalable Generative AI applications and optimised fullstack solutions using Angular, Spring Boot, Node.js and Next.js, while implementing DevOps pipelines and cloud migrations.
Built Node.js payment services with Redis, RabbitMQ and MongoDB for transaction, settlement and audit workflows in a regulated financial environment.
Started training and mentoring engineers on weekends, alongside a full-time senior engineering role. Informal sessions grew into an ongoing practice.
Led backend and telemetry architecture for real-time industrial monitoring, using NestJS APIs, WebSocket telemetry services and Dockerised AWS workloads.
Led Wi-Fi streaming platform delivery across firmware and cloud services, migrating from PHP/HTML to Node.js/NestJS and Angular applications.
Worked with a US-based client on a welding learning management system and built backend and web prototypes for ERP, LMS, IoT and content delivery.
Coordinated Training Resource Line team operations and cross-team scheduling at HDFC Bank, Udaipur.
Developed and maintained a school management system using .NET, C# and SQL.
Running APPNEURAL alongside a senior engineering career means the trade-off every side-founder knows: limited hours, and a choice about where they go each week. It has meant saying no to some things, teaching on weekends and building the practice slowly.
It has also kept the teaching grounded. Every architecture review and workshop is informed by a full-time role solving the same class of problems, not a practice run separately from real engineering work.
Teams had AI bolted on as isolated API calls. Ajay replaced them with a governed flow where every answer traces back to a document.
Designed the AI flow, retrieval layers and service boundaries.Follow-ups, triage and approvals lived in tools that didn't talk. This pattern automates them and keeps a person able to step in.
Applied across client and product work.One generic CV can't speak to every role. Ajay built a role-based profile system that now serves 94 targeted CV variants.
Designed the content model, architecture and implementation.With 15+ years of hands-on IT industry experience across software, web technologies, servers, infrastructure and modern AI systems, Ajay helps learners, developers and career switchers understand how technology works, build with AI and stay relevant in the AI era.
The learning here connects technology fundamentals, software and web development, servers and infrastructure with modern AI implementation. The aim is independent capability: understanding a system well enough to build it, explain it and improve it.
Start with a practical workshop or bring a specific question to Ajay.