Principal Data Scientist Resume

TECHNICAL SKILLS:

Languages: Python, C++, Javascript, C#

Frameworks/Libraries: Tensorflow, Tensorflow Serving, Confidential, NumPy, Pandas, Azure ML, Scikit - Learn, Apache Spark

Other: DynamoDB, MySQL, Git

PROFESSIONAL EXPERIENCE:

Confidential

Principal Data Scientist

Responsibilities:

Applied Confidential features, color space transform, binning, and dataset augmentation to preprocess training data
Used sliding windows and heat maps to identify and track vehicles from video camera data in real time
Achieved real-time Confidential and tracking at 25fps using Confidential

Confidential

Principal Data Scientist

Responsibilities:

Trained a Convolutional Neural Network ( Confidential ) to steer a car by capturing human behavior as training data
Architect and sole developer, including design and training of neural network based on Nvidia research
Used Tensorflow/Keras, Confidential techniques, cross validation, regularization, and early stopping

Confidential

Principal Data Scientist

Responsibilities:

Developed production neural network to predict Confidential wait times based on sensor data from 3 sensor networks
Architect and sole developer, including design and training of neural network and deployment at 3 major airports
Used Tensorflow to achieve 97% R2 accuracy, delivering performance winning contract approval from airports

Confidential

Principal Data Scientist

Responsibilities:

Developed Confidential implementation, adapted to Google Street View dataset
Sole developer, including training and tuning model on AWS GPU instance
Used Tensorflow to achieve 93.56% classification accuracy, and SciPy libraries to study and characterize data

Confidential

Principal Data Scientist, San Jose, CA

Responsibilities:

Led Confidential projects to implement production neural network systems at major US airports
Developed and delivered study of machine learning for networking applications for Cisco Systems

Confidential

CTO, San Jose, CA

Responsibilities:

Responsible for all phases of business for consulting firm serving clients including Microsoft, Oracle, SAP, and Adobe
Led projects in multiple domains and technologies, including database design, web design, and software development

Confidential

Founder, San Jose, CA

Responsibilities:

Founded, recruited team, and led development of web 3D social environment startup
Developed, launched, and beta tested initial product offering with Facebook integration