Luke Han Email & Phone Number

Redmond, Wa, Us

Gothenburg, Sweden

• Created a GKE cluster on GCP, utilizing K8s and Docker to deploy Ericsson’s PCC/PCG for team use.• Led Agile development of Ericsson’s cloud-based core networking infrastructure, facilitating seamless transition from 4G and 5G to cloud operations while balancing concurrent academic commitments.• Utilized GCP, Kubernetes, and Grafana to analyze metric and log files retrieved from Prometheus, identifying and addressing performance degradation for optimized system functionality

Seattle, Washington, United States

• Developed a generative AI chatbot using Amazon Lex and Bedrock, improving understanding of the NetOS release process and reducing on-call engineer response time by 2 hours daily.• Engineered Lambda functions integrating DynamoDB and OpenSearch to establish a unified data schema stored in Amazon S3, enhancing data accessibility and retrieval efficiency.• Implemented Amazon Bedrock Mistral LLM with RAG for vector data processing, leveraging Amazon Lex for seamless integration into the NetOS release dashboard, improving customer interaction and support.

Pittsburgh, Pennsylvania, United States

•Independently conceived and developed a two-player Roblox game for the Autonomous Systems research project, from initial concept to final implementation. Utilized Lua and Python programming• Applied physics expertise to simulate real-world scenarios from the ”Rethinking Safe Control” paper. Improvement in game accuracy through dynamic motor speed adjustments• Collaborated with a diverse team to further enhance the project, utilizing Lua and Python programming to effectively delivering an initial demo of the game for research evaluation

Pittsburgh, Pennsylvania, United States

•Utilized Matlab, and Python to process AI-generated segmentation data, enhancing screw location precision in discarded phones, resulting in a 5% reduction in processing time and a 7% increase in valuable materials recovered• Played a key role in optimizing the robotic punch station. Conducted coding, debugging, and process enhancements, reducing system errors by 5% and minimizing downtime