Mental Health NLP Extractive and Abstractive Summarization
Extractive summarization process utilizing supervised (multiclass) classification based on the ontology, summarizing clinical notes to inform mental health risk. Will also use abstractive summarization to paraphrase the extractive process into a much shorter narrative.
Search Robotics Process Automation
Webscraping to mine data from the web and utilizing machine learning to add intelligence to the webscrape automation.
Analysis of Air Pollution in Nova Scotia
Analysis of Air Pollution in Nova Scotia: this project analyzes air pollution levels in Nova Scotia via statistical analysis of the variables and factors associated with air pollution.
Analysis of Surgical Wait Times in Nova Scotia Between 2014 and 2016
Analysis of Surgical Wait Times in Nova Scotia: this project addresses surgical wait times in Nova Scotia via advanced statistical analysis of the variables and factors associated with wait times.
From DNA Code to Binary to ASCII- A Message from God?
From DNA Code to Binary to ASCII: here is my Python 3 source code to solve this problem. I utilize the SeqIO library from BioPython, which is a powerful library for bioinformatics researchers.
Source to Target Mapping
Source-to-Target Mapping: An example of how I took a data source and mapped it onto the target dim tables.
Database Design- ERD, SQL
Database Design: An example of my skills as a database designer, where I transform business rules and ERD’s into database tables that are implemented in a DBMS using SQL.
Solution Document- ERD, Data Dictionary
Solution Document: A proposal for an information system for an Oracle Users’ Group. An example of my skills in creating an ERD and Data Dictionary from the business requirements.
Business Analysis- Design of an ETL Process for a Business
ETL Design: This is the design of an ETL process for a business chain, which currently has unorganized data collection.
Business Analysis- Implementation and Migration of an ETL Process for a Business
Implementation and Migration Plan: This is the implementation and migration plan of the new design of an ETL process for a business chain.