About

Manish K Reddy

Building intelligent systems at the intersection of AI and cloud infrastructure

Background

Software engineer passionate about distributed systems, machine learning, and cloud-native technologies.

🏗️ Distributed Systems

Kubernetes, microservices, and cloud architecture

🤖 AI/ML Integration

LLMs, intelligent routing, and automated decision-making

⚡ Developer Experience

CLI tools, automation, and workflow optimization

🌟 Open Source

Contributing to community-driven projects and tools

GSoC 2025 Journey

Project Focus

Developing an intelligent router that seamlessly integrates NRP LLMs with Kubernetes operations, creating a unified interface for both command execution and contextual guidance.

Key Achievements

🎯 Intent Classification

Designed and implemented intelligent system for routing user input

⚙️ K8s Operations

Built comprehensive module with CRUD capabilities

🔌 LLM Integration

Integrated NRP LLMs with robust fallback mechanisms

🛠️ CLI Interface

Created extensible CLI and interactive shell interfaces

Technologies & Tools

Languages

Python Go JavaScript TypeScript Bash

Cloud & Infrastructure

Kubernetes Docker GitLab CI/CD NRP/Nautilus

AI/ML

LLMs NRP APIs Prompt Engineering Model Integration

Development

Git CLI Development REST APIs System Design

Let's Connect

Project Repository GSoC Final Report Blog Posts Portfolio

Interested in discussing cloud-native technologies, AI/ML integration, and innovative approaches to developer tooling.