Gourish Biradar

Senior Software Engineer

I Build Distributed Systems And
Multi-Cloud Infrastructure.

Hi, I'm Gourish. From GPU Orchestration for LLMs to Multi-Cluster Kubernetes Networking — I engineer systems that scale, route, and optimize at the highest level.

What I Build

Systems that scale across clusters, clouds, and constraints.

Distributed Systems

Building highly available, fault-tolerant architectures across complex network boundaries.

GPU / AI Infrastructure

Deep expertise in Kubernetes, containers, and building production-grade platforms.

Cloud-Native Infrastructure

Orchestrating dynamic GPU allocation and scaling for heavy LLM workloads.

Performance & Cost Optimization

Engineering predictive autoscaling that slashes cloud bills without degrading performance.

Things I've Built

Production-grade systems, not side projects.

LLM INFRASTRUCTURE

Elastic GPU Service

Dynamic GPU allocation platform designed for LLM workloads. Supports NVIDIA & AMD, tracks real-time utilization, and makes GPU infrastructure as elastic as compute.

  • Dynamic GPU allocation per workload demand
  • NVIDIA & AMD GPU support
  • Real-time utilization telemetry
  • Scheduler integration for intelligent placement

Impact

Made GPU Infrastructure Elastic And Observable For LLM Workloads

Kubernetes NVIDIA AMD Go Prometheus
CNCF SANDBOX

KubeSlice

Multi-cluster Kubernetes networking platform. Turns complex distributed infra into a composable, secure overlay network — now an open-source ecosystem under CNCF.

  • NSM-based overlay networking across clusters
  • Mutual authentication and end-to-end security
  • Led the open-sourcing and CNCF Sandbox submission
  • Built for enterprise multi-tenancy at scale

Impact

Turned Complex Infra Into A Thriving Open-Source Ecosystem

Kubernetes NSM Go CNCF eBPF
COST ENGINEERING

Smart Scaler

Predictive autoscaling platform for multi-cloud deployments. Reduced cloud spend by 20–70% without sacrificing performance or availability.

  • Predictive scaling ahead of traffic spikes
  • Multi-cloud support across AWS, GCP, Azure
  • Custom metrics and policy engine
  • Zero-downtime scaling events

Impact

20–70% Cloud Cost Reduction Across Production Deployments

Kubernetes Go AWS GCP Azure
NETWORKING

Smart Traffic Director

DNS-based multi-cloud traffic management system. Routes requests intelligently across cloud providers with high availability and minimal latency.

  • DNS-based routing with health-aware failover
  • Multi-cloud traffic distribution policies
  • Latency-optimized request routing
  • Real-time traffic observability

Impact

Eliminated Single-Cloud Lock-In With Intelligent Global Traffic Control

DNS Envoy Multi-cloud Go Istio

Open Source

Building in public. Contributing to the ecosystem.

I don't just build systems — I contribute to the ecosystem.

The best infrastructure is the kind others can build on. Every contribution to open source is infrastructure for the next system someone needs to build.

CNCF Contributor

Active contributor to Cloud Native Computing Foundation projects. Led KubeSlice through the CNCF Sandbox acceptance process — from internal tool to public ecosystem.

LFX Mentor

Linux Foundation LFX Mentor — helping the next generation of systems engineers contribute meaningfully to production-grade open source projects.

KubeSlice — CNCF Sandbox

Turned an internal multi-cluster networking platform into an accepted CNCF Sandbox project. Open source from architecture through documentation.

Experience

Where the systems were built.

  • Jan 2022 — Present
    Software Engineer 3 (Senior IC)
    Avesha Systems
    • Led architecture and open-sourcing of KubeSlice to CNCF Sandbox; active LFX Mentor driving contributor adoption.
    • Built EGS — SaaS platform for intelligent GPU allocation to LLM workloads with real-time GPU utilisation monitoring.
  • Mar 2021 — Dec 2021
    Software Engineer 2
    Citrix R&D
    • Designed high-throughput event-processing microservice handling ~1,000,000 events per application under 30 minutes end-to-end.
    • Led full application lifecycle for a highly distributed, highly transactional platform.
  • Jul 2019 — Feb 2021
    Software Engineer
    Citrix R&D
    • Developed Web Application Firewall features in C/C++ across a 10K+ line production codebase.
    • Designed PostgreSQL schema models and wrote unit tests eliminating 200+ failures.
  • Jan 2019 — Jun 2019
    Software Engineering Intern
    Citrix R&D
    • Built Python REST API test automation framework covering 1,000+ test cases.
    • Contributed production code in 2-week Agile sprints from week one.
  • Jun 2017 — Jul 2017
    Research Intern
    ABB
    • Built PoC for high-throughput sensor data transmission via MQTT (C++14), achieving 20× improvement in rates.
    • Implemented cross-platform MQTT clients using Apache Thrift with two teammates.

Let's Build Something Hard.

If you're working on complex infrastructure — distributed, cloud-native, or AI-scale — let's talk.