Experience

ProMazo

• United States
• Information Technology & Services
• 1 - 100 Employee

• Head of Project Management

  • Dec 2020 - Present

  New York City Metropolitan Area • Lead ML architect for predictive model used to identify clients that are most likely to turnover • Collected and combined data tables using MySQL from multiple servers to create customer-level data • Wrangled data using Pandas and Terality • Incorporated Scikit’s RobustScaler and StandardScaler to preprocess the data • Developed a pipeline for data to be used for any user selected model including Scikit’s XGBoost, KNN, Random Forest, Logistic Regression, and Naïve Bayes •… Show more • Lead ML architect for predictive model used to identify clients that are most likely to turnover • Collected and combined data tables using MySQL from multiple servers to create customer-level data • Wrangled data using Pandas and Terality • Incorporated Scikit’s RobustScaler and StandardScaler to preprocess the data • Developed a pipeline for data to be used for any user selected model including Scikit’s XGBoost, KNN, Random Forest, Logistic Regression, and Naïve Bayes • Constructed feature selection pipeline using PCA, Variable Inflation Factor, Chi-Squared and Recursive Elimination tests • Used GridSearchCV function for hyperparameter optimization Show less



NCI Information Systems, Inc

• United States
• IT Services and IT Consulting
• 700 & Above Employee

• Junior Software Engineer

  • Sep 2020 - Jan 2022

  Erie, Pennsylvania, United States • Used NLP encoder models such as BERT and encoder-decoder models such as BART via the Hugging Face API to determine sentiment analysis and summarizations of GitHub’s repos • Designed a web scrapper using BeautifulSoup and Selenium for GitHub repositories • Created a script to parse all collected ReadMe files in order to categorize and label target repos • Contracted to provide AI technology to federal government



Moralyzer

• Canada
• Media Production
• 1 - 100 Employee

• Co-Founder

  • Jun 2020 - Jul 2021

  Toronto, Ontario, Canada • Co-founded social network web/mobile platform for petitions, events and donations • Designed a memory-based collaborative filtering user recommendation algorithm • Centered KNN model calculated user similarity and potential rating of content based on explicit data • Led an agile scrum team of 5 developers • Stored data in AWS S3 and used SageMaker for training • Partnered with investor successfully in seed funding, launched beta version within 6 months



RBC Capital Markets

• Canada
• Investment Banking
• 700 & Above Employee

• Wealth Management Intern

  • Jun 2019 - Jun 2020

  Erie, Pennsylvania Area • Lead research projects for investment opportunities in equities and fixed income • Assist financial advisors with decision making for clients • Exposed to investment vehicles such as IRAs, 401(k)s, Mutual Funds and others



Laker Asset Management

• Vice President

  • Sep 2017 - Jun 2020

  Erie, Pennsylvania Area Lead an investment team of 30 members charged with investing $100k USD into capital markets. I evaluate stock market trends using P/E, beta, standard deviation, R squared and Sharpe ratios. Direct research teams to analyze sectors and industries of domestic, developed and emerging markets, along with equities and ETFs. Conduct interviews and select students for roles such as secretary, treasurer and chief of marketing.



Tom Ridge School of Intelligence

• Business Intelligence Analyst

  • May 2018 - May 2019

  Erie, Pennsylvania Area • Contracted to a competitive intelligence firm that specializes in providing intelligence analysis • Responsible for daily monitoring of news relevant to several different business units • Produced and disseminated intelligence products using cutting edge data mining technology



A+ Beyond Maintenance Inc.

• Canada
• Consumer Services
• 1 - 100 Employee

• Independent Sales Director

  • Sep 2014 - Aug 2017

  Greater Toronto Area • Implemented marketing strategies to help the company achieve $448,000 of sales in 2016 • Produce sales and achieve personal monthly quotas of $6,000 through door-to-door, and telecommunications • Ranked top 5 among all sales representatives • Effectively communicated with sales, marketing and administrative teams on a daily basis



Toronto Star

• United States
• Newspaper Publishing
• 400 - 500 Employee

• Sales Agent

  • Oct 2010 - Nov 2012

  Greater Toronto Area I was in charge of representing the company as a sales agent. Through door-to-door, and face-to-face sales tactics, I was a big part of the customer relations. Expanding to new clientele, and offering promotions to existing ones, I was heavily engaged in customer communications and sales.