Open to opportunities

Paul Bailey

@paulbailey1

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Senior AI Developer with expertise in machine learning solutions.

United States

Message

What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my AI expertise to drive impactful solutions.

As a Senior AI Developer with over 11 years of experience, I specialize in delivering advanced AI and machine learning solutions that drive business impact. My journey has taken me through various roles where I have designed, trained, and deployed large-scale models for natural language processing, computer vision, and predictive analytics. I have a proven track record of achieving state-of-the-art accuracy in enterprise applications, utilizing frameworks such as TensorFlow and PyTorch.

In my current role at Dumbstruck, I have successfully built scalable MLOps pipelines and developed real-time recommendation engines, significantly improving conversion rates for e-commerce clients. My commitment to AI ethics and compliance ensures that the models I deploy are fair and transparent, which is crucial in regulated industries. I thrive in collaborative environments and have led Agile-based project teams to deliver timely and impactful AI solutions.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Dumbstruck

May 2021 - Present (4 years 3 months)

Designed and deployed deep learning models using PyTorch and TensorFlow for NLP and vision tasks, achieving state-of-the-art accuracy for large-scale enterprise applications. Built scalable MLOps pipelines with MLflow and Kubernetes, reducing model deployment time by 50% and ensuring reproducibility across environments.

PyTorch TensorFlow NLP Computer Vision MLOps MLFlow Kubernetes Generative AI fastAPI Docker

Lead Machine Learning Engineer

Talage

May 2017 - Mar 2021 (3 years 10 months)

Architected predictive modeling solutions using scikit-learn and XGBoost for churn prediction, improving customer retention strategies by 18% across SaaS platforms. Built custom NLP pipelines leveraging BERT and Hugging Face Transformers for text classification and sentiment analysis with 96% accuracy.

scikit learn XGBoost NLP BERT Apache Spark AWS Lambda Predictive Analysis Agile

AI / Data Scientist

Adaptiva

Jun 2014 - Mar 2017 (2 years 9 months)

Designed time-series forecasting models using ARIMA and LSTM networks for demand prediction, improving forecasting accuracy by 20%. Built image recognition pipelines using CNN architectures in TensorFlow for automated defect detection in manufacturing processes.

ARIMA CNN TensorFlow ETL Matplotlib Tableau TDD AWS Heroku Agile

Junior AI Developer

TUNE

Jan 2012 - May 2014 (2 years 4 months)

Assisted in building Python-based ML scripts for regression and classification tasks under senior developer guidance. Prepared datasets by performing data cleaning, encoding categorical variables, and scaling numerical features.

Python ML Scripts Data Cleaning Agile

Education

Degrees, certifications, and relevant coursework

Florida International University (FIU)

Bachelor of Science, Computer Science

2010 - 2012

Studied Computer Science at Florida International University. Gained foundational knowledge in programming, algorithms, and data structures relevant to AI and machine learning.