Personal details

GP S. - Remote data scientist

GP S.

Solution Architect
Based in: 🇺🇸 United States
Timezone: Tokyo (UTC+9)

About

I am a Data Engineer Professional with experience in designing and deploying enterprise-grade solutions, integrating e-commerce components, developing AI/ML models, optimizing ETL pipelines, and collaborating with data scientists. I have experience working with LLMs and RAG, and would love to help solve your business needs.

Work Experience

Data Solutions Architect
Arrow Electronics | Jan 2022 - Present
Docker
OpenShift
Kubernetes
TensorFlow
PyTorch
AWS EKS
Huggingface
AWS
Langchain

Designed and deployed enterprise-grade internal developer portals using containerized solutions (EKS, Docker, Kubernetes, OpenShift) and robust AWS services, enhancing system performance by 40%.
Integrated e-commerce components including shopping carts, CMS frameworks, and API payment gateways, improving user experience and reducing shopping cart abandonment rates by 15%.
Developed and deployed AI/ML models using TensorFlow, PyTorch, LangChain, and HuggingFace for processing unstructured data, resulting in $18M cost reductions in customer support automation.

Data Solutions Engineer
IBM | Dec 2013 - Dec 2021
Python
SQL
Scala
Apache Spark
IBM Watson
TensorFlow
Apache Hadoop
PyTorch
AWS SageMaker
DBT

Developed and optimized ETL pipelines using Python, SQL, Apache Spark, and DBT (Data Build Tool), reducing data processing time by 30% and ensuring efficient data handling for analytics.
Implemented data workflows with Apache Scala and Hadoop, enhancing big data processing capabilities and contributing to a $50M increase in smart city funding.
Collaborated with data scientists to deploy machine learning models in production using TensorFlow, PyTorch, AWS SageMaker, and IBM Watson Studio, enhancing predictive maintenance capabilities and securing $180M in contracts.

Education

Cornell University
Bachelor's degreeComputational Neuroscience
Jan 2001 - Jan 2004