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Siddharth Gupta

@siddharthgupta20

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Associate software engineer specializing in AI-driven observability, Kubernetes, and backend automation.

India

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What I'm looking for

I seek engineering roles where I can build AI-driven observability, reduce MTTR, work with Kubernetes and large-model integrations, and drive automation in production environments.

I am an associate software engineer focused on building AI-enabled observability and automation solutions for production systems. I design and implement robust backends and MCP-based servers, integrate large-model assistants for troubleshooting, and build tooling that reduces mean time to resolution and manual intervention.

My work spans Kubernetes, FastAPI, ELK, on-prem AI stacks (Ollama, LangChain), and frontend dashboards; I hold a Certified Kubernetes Administrator credential and have delivered projects that cut MTTR to one-third and proactively detected recurring failures.

Experience

Work history, roles, and key accomplishments

Current

Associate Software Engineer

Current

R Systems

Aug 2024 - Present (1 year 3 months)

Developed a real-time alert resolution system integrating MCP servers and Claude AI to reduce MTTR to one-third, and implemented webhook-to-Alertmanager pipelines with AI-generated remediation and chatbot-based refinement for on-demand troubleshooting.

Python fastAPI Kubernetes Prometheus ELK Stack Ollama Claude SQLite

Software Development Intern

Truminds Software Systems

May 2023 - Jul 2023 (2 months)

Built a real-time dashboard for the TruConnect app using Angular and Highcharts with drag-and-drop layouts, and implemented a custom MQTT broker enabling reliable real-time IoT communication across two networks.

Angular TypeScript HighCharts MQTT IoT Frontend Development

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Bhilai

Bachelor of Technology, Data Science and Artificial Intelligence

2020 - 2024

Grade: 8.32 GPA

Completed a Bachelor of Technology in Data Science and Artificial Intelligence with a cumulative GPA of 8.32, focusing on machine learning, computer vision, and scalable AI systems.