Ramu Hr

Python and GenAI Developer with 3+ years of experience at Capgemini, delivering large-scale infrastructure automation and cloud-native AI solutions. Automated critical operations across 9,000+ servers — reducing manual effort by over 90%. Hands-on contributor to two live Azure GenAI products: a Conversational AI Chatbot and a Knowledge Management Platform, both leveraging Azure OpenAI and LLMs.

Seeking Python

Developer, AI/ML Engineer, or Automation Engineer roles in product-focused or mid-scale companies.

Python Automation & GenAI Developer at Capgemini (2023-02 – Present)

• Automated infrastructure operations across 9,000+ servers (Windows, Linux, IOS) using Python, Paramiko, Netmiko, and Fabric — reducing task completion time by over 90% and significantly cutting operational risk.
• Engineered end-to-end automation for Tanium log migration, IOS upgrades, AH-Networker orchestration, and HPUD install/upgrade workflows using MFOO orchestration and subprocess management.
• Built and validated PoCs for secure IOS upgrade workflows leveraging SCP file transfers, automated boot configuration, and checksum verification to ensure zero-error upgrade integrity.
• Contributed to a live Azure GenAI Conversational Chatbot by building the FastAPI layer and designing the end-to-end prompt flow, enabling intelligent dialogue and automated query resolution using Azure OpenAI.
• Contributed to an Azure GenAI Knowledge Management Platform — designed prompt flows, led database integration, and handled frontend-backend integration using Azure OpenAI and LLMs for intelligent data processing.
• Built and validated PoC for shared mailbox connectivity, integrating secure access workflows using Python and REST APIs.

Bachelor of Engineering in Computer Science – Visvesvaraya Technological University (2019 – 2022)