• Conducted knowledge graph development in Java to express key-value pair triples as RDF data for a proprietary database ontology using Grafo and SPARQL.• Increased runtime speed of the Java-based SQLServer metadata collector to ensure accurate retrieval of extended properties, and improved metadata collection speeds by 50% by optimizing the IRI hashing method.• Implemented a mutex-lock-based system on the Snowflake DB, resulting in significant optimization of the integration test suite using exponential backoff, atomic transactions, and JUnit5 for parallel testing.• Collaborated with the IT team to implement Kerberos-based authentication for the SQLServer metadata collector, ensuring secure and reliable access during the metadata collection process.

• Developed endpoints in Java and TypeScript for SPARQL query retrieval for user resources.• Built components in Typescript React for interactive custom resource tooltips to enhance UX for metadata lineage.• Expanded data lineage package in TypeScript to help visualize data transformations in ETL pipelines.

• Built an updated operating system version for the in-house location mapping sensor to resolve existing cybersecurity vulnerabilities (CVEs) using BalenaOS and Yocto• Developed a nightly job to stream data from multiple SQL tables to Delta Tables in Databricks using PySpark• Refactored existing Linux kernel modules for LED triggers and Wi-Fi drivers to ensure module compatibility with an upgraded RaspberryPi Linux Kernel.

• Scripted an image pre-processing pipeline in Flask using Tesseract-OCR and OpenCV to ensure 95% character detection accuracy in parsing bank statement PDFs.• Developed a full-stack web app to allow users to upload, classify, and view corporate bank statements using React.• Created a Flask API with OCR capabilities to handle CRUD operations on user-uploaded bank statements, persisting relevant data into a PostgreSQL database.

• Refactored sales order pipeline in C#, improving order processing efficiency by 70%• Modified methods within the in-house order processing solution to incorporate secure FTP for vendors

• Led the testing effort on a 10-person scrum team to develop test plans and execute regression tests, validating new features in movie servers and movie players.• Developed tests for a novel movie update feature by scripting SQL queries that link media objects in the movie store database.

• Generated a 50% increase in automation usage on projects by training QA team using presentations and pair programming in Nightwatch.js (an automated UI testing framework).• Created React components for a B2B website to identify customer leads.• Validated the migration of a 200+ page website by creating a JavaScript program to cross-reference page data between Contentful and WordPress APIs.

-Was an active member of the John Fraser DECA Chapter for four years-Qualified and attended the provincial level of competition for four years -Qualified and attended the International Career Development Conference (ICDC 2018) in Atlanta, Georgia -Trained students in the John Fraser DECA Chapter for the Regional and Provincial level of competition for the 2017-2018 year

-Tutored students in Mathematics, Physics, and English -Gained communication skills

-Aided in preparing memos for several M&A activities -Conducted market research and prepared several competitive matrices -Participated in meetings and daily operations -Conducted analysis on stock trends

-Attended 3 Southern Ontario Model United Nation conferences where members debated world issues-Collaborated and debated solutions to pressing international issues as part of the school chapter