2026
INFRA AGENTS
AI Infrastructure Platform
Multi-agent workflows for infrastructure operations and observability.
Intent
request
Mesh
agents
Observe
signals
Recover
action
frontend engineer
Software engineer building thoughtful interfaces and production systems across AI, infrastructure, and distributed systems.
Creating clear, purposeful interfaces where hierarchy, spacing, and visual language make complex products easier to understand.
identity
Identity
I'm Karan, a frontend engineer who cares about the space between an idea and the way it feels when someone uses it. I design and build interfaces that are clear, responsive, and quietly memorable.
I care about interfaces that respond, systems that scale, and details people do not notice until they are missing. My work moves from product experience to resilient infrastructure.
selected work
Main proof
06
2026
AI Infrastructure Platform
Multi-agent workflows for infrastructure operations and observability.
Intent
request
Mesh
agents
Observe
signals
Recover
action
2025
Operational Product Design
A distributed execution layer that translates complex operational tasks into clear, reliable workstreams.
Signal
event
Queue
buffer
Workers
tasks
Live Ops
sync
2024
Platform Engineering
A modular product surface for experimentation, deployment, and system-level visibility.
Prototype
ui
Platform
core
Deploy
release
Measure
learn
the lab
A playground for motion, layout, typography, and interaction. The experiments are small by design, but each one is built to show how an interface responds.
work method
Building production systems and leading frontend initiatives across AI-powered products, cloud infrastructure, and distributed applications.
AI systems
Multi-agent systems, LLM orchestration, workflow execution, evaluation, and observability — built to turn cognition into reliable systems.
infrastructure
Infrastructure
impact
Impact
workflow execution improvement
production reliability
major systems shipped
production AI platforms
experience
From frontend product development to AI-powered applications and technical operations.
Contact
Have an interesting problem?