Vo Nguyen
Data Scientist @AT&T
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WORK HISTORY
Data Scientist @AT&T
Plano, TX, US
Development of Generative AI Solutions for RFP and Knowledge Management Platforms- Created Retrieval Augmented Generation (RAG) systems, data pipelines, and document management solutions- Developed Proofs of Concept (POCs) to demonstrate the viability and effectiveness of AI applications.Feature Enhancements and Pipeline Development- Improved existing features and developed new pipelines using Microsoft Azure OpenAI Services and Azure DevOps- Built custom data loaders and optimized data ingestion processes to enhance efficiency and scalability.Technical Liaison and Troubleshooting for Internal Clients- Acted as a bridge between the data science team and internal clients, facilitating clear communication and understanding- Provided technical support and resolved issues to ensure seamless collaboration and project success.Demonstrations and Performance Optimization- Created demo videos and presentations to showcase the capabilities and features of AI platforms- Fine-tuned models and optimized performance metrics, achieving configurations with 86% Rouge-L recall.Backend API Development and Client Support- Developed and maintained backend APIs for Generative AI applications to enhance system capabilities- Engaged directly with internal clients to understand their needs and provided tailored AI solutions.Large-Scale Data Analysis: Conducted extensive data analysis and developed pipelines, Exploratory Data Analysis (EDA), and machine learning models using Databricks, focusing on geospatial data.Autonomous GIS Development: Contributed to the development of an Autonomous Geographic Information System (AutoGIS) with location-based machine learning models and chatbot integration.Data Preparation: Employed data preprocessing techniques using tools like Palantir and Azure Cloud Blob to prepare data for analysis.
EDUCATION
The University of Texas at Austin
Bachelor of Science (B.S.), Mathematics (Ops: Actuarial Science)
Southern Methodist University
Master's of Data Science, Data Science and Education
SKILLS
ABOUT VO NGUYEN
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