Victoria Suarez Email & Phone Number

California, United States

San Francisco Bay Area

• Fine-tuned transformer-based machine learning models for text classification in production, achieving a 16% improvement in classification metrics and reducing costs to the business.
• Developed and deployed a reranking model for a RAG (Retrieval-Augmented Generation) pipeline and search results. Quality of text generation improved and search results generated 80+% CTR (click-through rate).
• Designed and built an internal Python library with object-oriented programming design principles. Reducing duplicate code and ensuring reproducibility for 5+ ML pipelines.
• Deployed LLM (Large Language models) through Sagemaker pipelines and endpoints. Benchmarked inference optimization with quantization, graph optimization, and autoscaling.

San Francisco Bay Area

• (formerly Ultimate Software)
• Lead research initiative of 4 data scientist to develop multi-class sentiment classifier using ensemble techniques, transfer learning, and recurrent neural network (RNN); successfully delivered the model into.
• Piloted first machine learning fairness audit at the company for 3 of the predictive models at highest risk of undesired bias

San Francisco Bay Area

Please refer to experience under UKG (Ultimate Kronos Group)

San Francisco Bay Area

• Experimented with neural networks to model match score between candidates and job opportunities using PyTorch, Siamese Networks, and GPUs
• Dockerized and deployed Flask microservices on Kubernetes to serve 6+ machine learning models to product partners
• Mentored and collaborated with engineers, data scientists, and product managers on the data science team to deliver 6+ machine learning models

San Francisco Bay Area

• Researched and implemented Natural Language Processing (NLP) techniques such as word embeddings to detect gender bias in performance reviews using Python
• Built web scraper to acquire 1000+ resume and certification data using Selenium

Miami, Florida

• Designed and developed Twitter sentiment analysis program using R and Hadoop; created Tableau visualizations for analysis
• Built and automated R script to scrape cruise itineraries from websites for competitive analysis
• Developed SQL Server stored procedures for dynamic itinerary data manipulation

Gainesville, Florida Area

• Monitored and troubleshoot live lectures through the Mediasite software
• Trained new hires on Mediasite software and audiovisual equipment
• Enhanced department's portal using HTML

Gainesville, Florida Area

• Coached and helped 120 students troubleshoot Microsoft Excel and Access projects

Greater New York City Area

• Forecasted retailers’ sales, based on historical data, to assist clients in planning replenishment and production needs according to their supply model
• Extracted, Transformed, and Loaded NOAA’s weather data into the ERS analytics platform using VBA in Excel to create data visualizations to help clients analyze weather versus sales patterns
• Analyzed on hand inventory data based on style, brand, and price to identify trends and provide market insights within the US lingerie market; presented findings to manufacturing clients

Beijing, China

• Provided insight on trends in the gaming industry on a global scale and in the Chinese and North American markets with statistics
• Analyzed potential business opportunities for clients in the gaming and technology industries, specialized in public relation events
• Researched technologies on innovative gaming products and recommended which products to invest inwebsite: 99ntc.com

Gainesville, Florida Area

• Established customer relationships by providing excellent customer service
• Assisted customers with troubleshooting their technical issues with Apple devices and applications while educating them how to use their devices more efficiently
• Resolved cellular data or Wi-Fi connectivity issues

Miami, Florida

• Established customer relationship, then arranged them to meet with a salesman
• Generated customer recites and distributed the payment to the safe box
• Assisted in customer satisfaction by promoting a positive environment in the showroom

Master Of Science In Data Science

Bachelor Of Science In Business Administration, Information Systems And Operations Management, Minor In Statistics, 3.83 Of 4.0

Education record

Exchange student from September 2017 to December 2017.

Education record