Hey, I'm Matthew Eleazar!

University of Notre Dame

January 2024 – Present

Design and Analysis of Algorithms Teaching Assistant

• Guided over 40 students through complex algorithmic problems.
• Graded assignments with constructive feedback.
• Developed supplemental learning resources.

IDEA Center

June 2024 – August 2024

Technical Validation & Data Analyst

• Performed exploratory data analysis (EDA) on ND-lab fabricated novel spectral filter using Python (Pandas, NumPy, SciPy, Matplotlib) to extract spectral transmittance from raw datasets (300-2500 nm).
• Developed a Python-based analytics pipeline, automating U-Value and SHGC calculations and integrating results into Berkeley National Lab’s WINDOW software to compare energy efficiency against state-of-the-art window films.
• Benchmarking analysis revealed that the novel spectral filter demonstrated a 20% performance improvement in solar heat gain reduction at high incidence angles, outperforming industry-leading window films from 3M, SunTek, and Llumar.
• Conducted market research & competitive analysis, evaluating industry datasets, manufacturer reports, and technical specifications to assess product viability.
• Presented data-driven insights to business stakeholders, translating technical performance metrics into strategic recommendations for commercialization and adoption.

Deep Learning Research (Personal Project)

February 2025

Independent Study

• Developed and trained a Convolutional Neural Network (CNN) for handwritten digit classification, using Keras, NumPy, OpenCV, and Matplotlib.
• Achieved 99% accuracy on the MNIST test set, optimizing precision (0.99), recall (0.99), and F1-score (0.99).
• Generated a classification report, analyzing model performance per digit class, identifying areas for fine-tuning.
• Fine-tuned hyperparameters to enhance model generalization and reduce overfitting.

Personal Blog Post Website - "The Pensive Matthew"

March 2024

Personal Project

• Developed a Django-based blog platform with rich text editing (CKEditor) for content creation and publishing.
• Enhanced admin panel functionality with custom ModelAdmin classes for streamlined content management.
• Configured static/media management and integrated a custom favicon for branding.
• Designed a responsive UI using Bootstrap 5 for optimal cross-device usability.

SpendSmart: Financial Tracker

December 2024

Human Computer Interaction Project

• Worked in a team of 4 to design and develop a personal finance management tool for college students.
• Conducted user research and usability testing sessions.

University Personnel Management System

February 2024

Programming Paradigms Project

• Engineered a hierarchical personnel system in Java, managing Professors, Teaching Assistants, and Students.
• Developed abstract and concrete classes to define attributes, access control, and role-based behaviors.
• Implemented object interaction logic, allowing professors to assign TAs and enroll students dynamically.
• Designed custom print statements and role-based information retrieval methods for optimized user interaction

WorNDly - Wordle Clone

March 2024

Programming Paradigms Project

• Developed a multilingual word guessing game using Django MVC.
• Seamlessly integrated frontend, backend, and database operations.

CS for Good

August 2021 – Present

Treasurer & Project Member

• Managed club finances, reimbursement processes, and expenditure tracking, reporting directly to the Student Activities Office.
• Organized club meetings, hackathons, and board meetings, collaborating with project leads to ensure smooth execution.
• Assisted with the Our Lady of the Road website redesign, improving UI/UX for their woodworking service.

Notre Dame Varsity Band

Fall 2023 – Present

Percussionist

• Performed various percussion roles (bass drum, cymbals) at university athletic events, adapting to different instrumental needs.
• Assisted the center snare in coordinating band cheers and drumline synchronization, enhancing crowd engagement.
• Organized and adjusted instrument assignments to optimize performance balance on a per-game basis.

Pangdemonium, Dorm Band

Fall 2021 – Present

Co-Founder & Guitarist/Vocalist

• Composed and performed original music as a guitarist and vocalist, contributing to the band’s artistic identity.
• Coordinated rehearsals, managed gig scheduling, and booked venues, ensuring smooth event logistics.
• Collaborated with audio engineers and tech teams to set up sound equipment and improve live performance quality.

Notre Dame Filipino-American Student Organization

Fall 2021 – Present

Performer & Member

• Played guitar, bass, drums, and sang OPM (Original Pilipino Music) in various student bands for multicultural showcases.
• Performed traditional Filipino dances at cultural events, promoting Filipino heritage and community engagement.
• Contributed to cultural awareness events and performances, representing Filipino artistry and traditions on campus.