Senior Data Engineer Resume Plano, TX - Hire IT People

SUMMARY

Creative and determined data scientist with extensive experience in multiple deep learning and data science methods. Ability to build and deploy models at scale.
Expertise is breaking down and solving complex problems and explaining to both technical and non - technical audiences. Seasoned Data Science Educator

SKILLS

PROFESSIONAL EXPERIENCE

Confidential, Plano, TX

Senior Data Engineer

Responsibilities:

Built, trained, and deployed the Natural Language Processing engine (Python/Tensorflow 1.x, 2.x) with 96% accuracy for a chatbot that decreased the ticket volume to the help desk by more than 30% Work recipient of the Q4 2019 Tech-X award (Internal to Confidential )
Led the team that built and deployed the data pipelines for the next generation software application with 100% success and 100% on time.
During initial COVID lockdown emergency deployed 20 new topics for Zoom, VPN, and Remote Work to the chatbot in a single sprint with zero defects.
Established and chaired a forum to develop junior engineer’s talent in Tableau, having each engineer present their own work for peer review for cross learning.
Established the first forecasting models and dashboards (Tableau, SQL) for IT Support Department to assist in decreasing inventory and company cost. Educated users on efficient use of SQL to optimize query run time and data size
Deployed models in microservices on AWS using EC2, Lambdas and S3 serices.

Confidential, Dallas, TX

Senior Adjunct Professor

Responsibilities:

Lecturer on Applied data science (R/Python) that included applications of most major types of models to real-world problems. Did a 100% overhaul of material in 2020 with a estimated May 2021 deployment date.
Added important concepts missing in curriculum including Neural Networks (Tensorflow) and Model Deployment (Flask/Docker).
Promoted after 1 year to Senior Adjunct in charge of multiple courses, each with multiple sections.
Lectured on Natural Language Processing including introducing Recurrent Neural Networks, Attention, and Transformers (Python/Tensorflow/Spacy/NLTK).
Multiple published peer-reviewed papers on Data Science in a wide range of topics

Confidential, Plano, TX

Machine Learning Engineer

Responsibilities:

Built and deployed models for music requests, dining recommendations, and parking locations (Python, Tensorflow, Docker, Kubernetes). All work was conducted in AWS instances using EC2, ECS, S3 and Redshift.
Solved several key bugs that were hindering progress. Several had gone undetected but for close examination of results
Established best practices for upgrades, reducing cycle time and re-work
Data Scientist on the team with the highest agile velocity 6 months running.
1 Patent Awarded with multiple applications pending.

Confidential, Richardson, TX

Data Scientist/GRPC Analyst

Responsibilities:

Built an interface and containerized model (Docker) for a computer vision problem (Tensorflow) involving roof damage due to storms using Javascript, Python, Flask, and HTML to demo to internal customers. Internal Recognition for work done.
Reenergized a floundering data quality initiative that was subject to a remediation finding to 100% compliance by deadline. Recognized with Q4 2015 Achievement Award.
Built out the first data governance for Hadoop Ecosystem for Confidential . Extended the Cloudera Navigator export from a hard cap of 10,000 records to essentially unlimited.