I'm a 19-year-old software engineer and founder from India, building infrastructure for production AI systems.

Currently building NIRIA — an Enterprise AI Control Plane that helps organizations reduce AI costs, improve reliability, measure quality, and govern AI at scale.

I believe the next decade of AI won't be won by companies that simply use AI.

It will be won by companies that know how to operate AI intelligently.

NIRIA helps engineering teams operate AI in production through:

• ⚡ Intelligent Model Routing
• 💰 AI Cost Optimization
• 📊 AI Observability
• 📈 AI Evaluation
• 🧠 Semantic Caching
• 🛡️ Governance & Policy Enforcement
• 🔐 Enterprise Security & Compliance
• 📉 Reliability Engineering

The hardest part of AI isn't getting access to models anymore.

It's answering questions like:

• Which model should I use?
• Why did costs suddenly increase?
• Did switching models reduce quality?
• Which provider is most reliable?
• Where is AI spending being wasted?
• How do we operate AI across an entire organization?

Those aren't model problems.

They're operational problems.

That's the problem I'm obsessed with solving.

I'm currently focused on learning and building in:

• Distributed Systems
• AI Infrastructure
• Reliability Engineering
• Performance Engineering
• Production Systems
• Cloud Infrastructure

Languages

• Go
• TypeScript
• JavaScript

Infrastructure

• PostgreSQL
• Redis
• ClickHouse
• Docker

Frontend

• Next.js
• React

AI

• OpenAI
• Anthropic
• Google Gemini

Currently learning:

• Kubernetes
• Prometheus
• Grafana
• OpenTelemetry

✅ Enterprise AI Gateway

✅ Multi-Provider Routing

✅ AI Dashboard

✅ Evaluation Engine

✅ Semantic Cache

✅ Governance Layer

✅ DPDP-Ready Architecture

🚧 Design Partner Program

🚀 Public Launch — Coming Soon

I'm documenting everything I learn while building NIRIA:

• Architecture decisions
• Distributed systems
• Performance optimization
• Reliability engineering
• AI infrastructure
• Startup lessons
• Wins, failures, and everything in between

I'm always happy to connect with:

• AI Engineers
• Infrastructure Engineers
• Founders
• DevOps & Platform Engineers
• Enterprise AI Teams

If you're building AI products or infrastructure, I'd love to learn from your journey.

🌐 Website: https://niria.ai (Coming Soon)

💼 LinkedIn: https://linkedin.com/in/sameersharma0028

𝕏 X: "https://x.com/sameersharma1_"

📧 founder@niria.ai (Coming Soon)

"Shipping an AI feature is only the beginning. Operating AI at scale is the real challenge."