Education

Experience

Pratt & Whitney - Solution Architect, Sr. Manager

August 2020 - Present

  • Analyze current technologies used for AI Evolution projects and determine ways to improve to meet needs, with best practices
  • Bridge gap between business requirements and technical teams, turn business requirements into clear technical objectives and define plan.

Pratt & Whitney - Data Scientist, Manager

January 2020 - August 2020

  • Developed new method for identifying Service Bulletin effectiveness and rare event forecast built into a easy to use web application built with Django.
  • Delivering solutions using statistical analysis, supervised, and unsupervised machine learning using python, sklearn and more
  • Focused on helping the company integrate and capitalize on advanced technologies.
  • Lead an agile team comprised of infrastructure, support and development resources

Pratt & Whitney - Data Science Intern

May 2019 - August 2019

  • Applied AI and NLP tools to build a recommendation system for document similarity using BERT
  • Co-authored machine learning model that yields > 50% improvement in predicting turn-around time in MRO shops
  • Enabled scenario analysis in a web application that interacts with ML models

Voya - Hadoop Development Consultant

October 2018 - May 2019

  • Created insightful visualizations and reports for the business intelligence team using Tableau
  • Tune performance of Hive queries to improve data processing and retrieving and performed big data processing using MapReduce and Impala.
  • Demonstrated NLP integration with search engine to automate a manual intake process

Voya - Application Maintenance Software Engineer

May 2017 - August 2018

  • Thoroughly lead end-to-end ETL data process enhancement to improve data correctness for crucial customer facing applications spanning across multiple LOBs
  • Designed and built data mining tools for analysis used by several teams
  • Excelled in fast paced environment with ability to diagnose and fix severe production outages by analyzing complex system architecture and application logs

Skills

Hadoop - Hive
5 / 5
Networks
5 / 5
Python
5 / 5
Visualization
5 / 5
Javascript
4.5 / 5
AmCharts
4.5 / 5
Scikit-Learn
4.5 / 5
Azure Virtual Machine
4.5 / 5
Django
4.25 / 5
MongoDB
4 / 5
Product Development & Architecture
4 / 5
HTML, CSS, vanilla JS
4 / 5
Flask
4 / 5
Wireframing
4 / 5
PostgreSQL
4 / 5
SQLite3
4 / 5
Data Analysis
4 / 5
Data Mining
4 / 5
Numpy
4 / 5
Pandas
4 / 5
PyTorch
4 / 5
Amazon Web Services Virtual Machine
4 / 5
Azure App Services
4 / 5
Amazon Web Services Firehose
3.5 / 5
C#
3 / 5
Java
3 / 5
React
3 / 5
DataIKU
3 / 5
Tensorflow
3 / 5
Google Cloud Platform (general)
3 / 5
Node.JS
2.5 / 5
R
2 / 5