Data Scientist

• Nov 2022 - Present

I analyze data collected from connected devices used by first responders nationwide. I organize unstructured data from mobile and in-car devices, which capture video, audio, digital inputs, GPS, and various sensor data. I use a variety of data mining clustering, prediction, and classifications for object detection, instance segmentation, and object classification, leveraging my data analysis skillset to build, simulate, and implement machine learning models. Model deployment is in AWS leveraging SageMaker due to most of the workload on the cloud infrastructure paired with edge computing practices for time-sensitive data. • Implemented an instance segmentation and color classification machine learning model from concept to deployment in a 3-month timeline

Systems Engineer II (Machine Learning NLP)

• Oct 2021 - Nov 2022

I led a team in implementing advanced Natural Language Processing (NLP) machine learning algorithms deployed in python programming language with PyTorch and TensorFlow frameworks from concept to deliverable while utilizing Model Based System Engineering (MBSE) tools. The NLP program would read engineering requirements documents, ranging from several dozen to several hundred pages, highlighting ambiguity areas. • On average, the algorithm would successfully process 200 pages per 10 minutes which would take an engineering subject matter expert several hours to pinpoint ambiguous areas.

Graduate Research And Teaching Assistant

• Jan 2020 - Aug 2021

Implemented, and evaluate statistical machine learning algorithms to uncover hidden information and patterns from a diverse collection of massive datasets. Applied state of the art and novel techniques such as supervised and unsupervised learning, machine learning, and deep learning to problems such as classification, anomaly detection, and forecasting. Developed cutting edge systems and worked collaboratively with software engineers to design and deploy models into production with interacting with department heads.Responsible for designing, building, and maintaining software infrastructure that supported a variety of analytics. Interacted with real data sources and deployed capabilities that operated at scale for applications such as data ingestion, ETL processes, machine learning, and other advanced analytics.Worked with state-of-the-art models and cutting-edge research, as well as with parallel and concurrent algorithms. Worked closely with our technical engineering student team, bringing deep learning product requirements and putting machine learning research into practice within our software. I contributed to solving challenging technical problems at the forefront of machine learning,• Graduate research consisted of deciphering large datasets by leveraging convolutional neural networks, vision transformers, and recurrent neural networks with applications in computer vision involved with robotics and automation• Seven research projects were published at international conferences in 18 monthsCourses TA:Capstone Senior Design Project I - Fall 2020Capstone Senior Design Project II - Fall 2020Modern Communication System Design - Fall 2020

Undergraduate Teaching Assistant

• Aug 2019 - Jan 2020

Modern Communication System Design - Fall 2019Digital Logic Design - Fall 2019

Personal Banker

• Dec 2013 - Feb 2019

Provide personal financial counseling, assist with lending services, and build relationships with existing customers to sustain high satisfaction ratings and retention. Provide personal financial counseling, assist with lending services, and build relationships with existing customers to sustain high satisfaction ratings and retention.

Mobile Lead/Supervisor

• Jun 2012 - Dec 2013

I analyzed business performance and implemented continuous process optimizations to promote overall business revenue growth and work efficiency/profitability - Transformed continuous improvement systems by developing and deploying business models to monitor work/revenue performance

Mobile Consultant

• Sep 2011 - Jun 2012

Magnolia Home Theater Sales Associate

• Aug 2010 - Aug 2011

Portable Electronics Specialist

• Jul 2009 - Jul 2010

Daycare Instructor

• Jul 2007 - Jul 2009

I supported our youth by running the Daycare Center afterschool program, provided front desk support, and delivered resources to our sister camps for Youth Summer Programs. I supported our youth by running the Daycare Center afterschool program, provided front desk support, and delivered resources to our sister camps for Youth Summer Programs.