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future builder

@futurebuilder

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R&D Engineer at Nokia Corporation developing LLM-based agents with Qwen, Llama, PyTorch, and RAG.

China

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At Nokia Corporation, I developed LLM-based agents by fine-tuning Qwen and Llama models with PyTorch, SFT, and QLoRA, and integrating RAG workflows to improve team productivity.

I also contributed to cloud-native 4G network software and maintained IMS core-network software. I deployed and managed Kubernetes environments using GitOps and created Python and Bash automation tools.

Experience

Work history, roles, and key accomplishments

Current

R&D Engineer

Current

Nokia Corporation

May 2022 - Present (4 years 5 months)

Developed LLM-based agents using fine-tuning and RAG, contributed to cloud-native 4G network software, and managed Kubernetes environments with GitOps.

Python PyTorch SFT QLoRA RAG Kubernetes GitOps OpenShift Docker Linux eBPF BASH C++IMS Vulnerability Analysis Performance Optimization

Software Developer

Beijing Shenzhou Technology Company

Nov 2020 - Apr 2022 (1 year 5 months)

Developed core functionality for a military simulation engine in C++, implemented simulation models, and built customer-facing C# applications.

C++C#Simulation Mathematical Modeling Software Documentation

Software Developer, Co-op

Ross Video Limited

Jan 2019 - Aug 2019 (7 months)

Collaborated on development of software products for Nielsen Watermark encoding and decoding, investigated technical issues, and worked with Docker and AES67.

Docker AES67 Networking Debugging Collaboration