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Dheeraj Reddy

Software Engineer - AIML at Siemens

Bengaluru

1+ year of work experience

Siemens
Aug 20251 y 1 moPresent

Bangalore

Automation Anywhere
Apr 20254 mosJul 2025

Greater Bengaluru Area

• Reorganised 20 automated test cases using JavaScipt, TypeScript and Python, reducing manual testing effort by 25% for cloud RPA platform APIs. • Enhanced test automation framework with REST API integration modules, identifying 40+ defects and improving execution efficiency by 30%. • Collaborated with agile teams to build reusable testing utilities, contributing to 2 product releases with 98% test pass rate.

Dheeraj’s AI Stack

github copilot
github copilot
hermes agent
hermes agent
hugging face
hugging face
langchain
langchain
ollama
ollama
openai
openai

Education

Indian Institute of Technology, Ropar

Major in AI, Data Science and Artificial Intelligence

Indian Institute of Technology, Ropar

20241 yr2025
Bms institute of technology and management

Bachelor of Engineering, Information Science/Studies

Bms institute of technology and management

20214 yrs2025

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Headline

Software Engineer - AIML at Siemens

About

Siemens focuses on developing scalable and reliable microservice-based AI platforms, with a particular emphasis on GenAI and knowledge retrieval pipelines. Contributions include optimizing RAG pipelines with PEFT, achieving a 40% improvement in speed for enterprise-scale AI applications. With a strong foundation from BMS Institute of Technology in IT and a specialized Minor in AI from IIT Ropar, the expertise spans FastAPI, Kubernetes, and CI/CD for efficient system deployment. Motivated to collaborate on production-grade AI solutions and MLOps pipelines that prioritize performance and reliability.

Location

Bengaluru

AI stack

github copilot

hermes agent

hugging face

langchain

ollama

openai

Work experience

Software Engineer - AIML at Siemens, Aug 2025 - Present · 1 y 1 mo, Bangalore

Software Engineer Intern at Automation Anywhere, Apr 2025 - Jul 2025 · 4 mos, Greater Bengaluru Area, • Reorganised 20 automated test cases using JavaScipt, TypeScript and Python, reducing manual testing effort by 25% for cloud RPA platform APIs. • Enhanced test automation framework with REST API integration modules, identifying 40+ defects and improving execution efficiency by 30%. • Collaborated with agile teams to build reusable testing utilities, contributing to 2 product releases with 98% test pass rate.

Education

Major in AI, Data Science and Artificial Intelligence, Indian Institute of Technology, Ropar

Bachelor of Engineering, Information Science/Studies, Bms institute of technology and management

Public links

github: https://github.com/Dheeraj-2022

Dheeraj Reddy - Software Engineer - AIML in Bengaluru | Tal