Hello, selamat datang! Nama saya...

Wardiyah Rammazy

CS & Applied Math @ Bradley University (3.96 GPA) - AI/ML, Full-Stack Dev, & Responsible AI

wrammazy@mail.bradley.edu

About Me

I'm a CS + Applied Math student, developer, and writer focused on the intersection of CS, Responsible AI, and Social Impact

I'm currently pursuing dual degrees in Computer Science and Applied Mathematics at Bradley University. While my foundation is in full-stack web development and enterprise software architecture, my recent work heavily focuses on Data Science, Machine Learning, and Responsible AI. Whether I am optimizing an enterprise database query, building robust web apps, or integrating fairness audits into machine learning pipelines, I am driven by tech’s potential for positive impact. Through my involvement with organizations like AI4ALL, Break Through Tech, Rewriting the Code, and Kode With Klossy, I'm committed to equity in tech and promoting computer science education.

I explore CS & Math and talk about things I've learned on my substack @Dev-o-Ramma

When I'm not tuning hyperparameters or building classification models, you can find me advocating for campus sustainability through pollinator gardens, mending garments with Sewsation, reading, crocheting, and journaling

Skills & Tech Stack

Languages

C#, Python, Visual Basic, HTML5/CSS3, JavaScript, TypeScript

Backend & Data

SQL Server, MySQL, MongoDB, REST APIs, .NET 9, PHP

Frontend

React, Blazor, Expo, Figma, Streamlit

Data Science & ML

SciKit-Learn, Pandas, NumPy, Matplotlib, Optuna, Seaborn

DevOps/Tools

Azure DevOps, Git, Command Line, Notion, Vercel, Jira, Trello

Leadership & Experience

Intern Presentation - LRS — LRS Intern Presentation

Application Developer Intern | Levi, Ray & Shoup, Inc.

May 2026 – Present (Returning Summer 2025 Web Dev Intern)

Empowered Prevention First administrators in managing over 20 partner organizations by architecting dynamic filtering infrastructure in SQL Server and Visual Basic.
Enhanced over 15 enterprise web applications using .NET, Blazor, C#, SQL Server, JavaScript, HTML, and CSS across regulatory compliance, content management, and client-facing platforms.
Improved UX for over 12 Illinois counties by shipping a rich text editor and reporting dashboard for LRS Statement Connect.
Shipped over 10 updates for legacy Antilles CMS functionality across user management, content editing, events, and resource-management modules.
Partnered directly with over 10 clients, marketing stakeholders, UX designers, and senior developers to gather requirements, present solutions, and validate software updates with average 72 hour turnaround.
Implemented security, analytics, and SEO improvements across 15 sites including CSP/security header updates, reCAPTCHA integrations, sitemap enhancements, GA4 investigations, and metadata optimization.
Reduced execution time for queries by over 90% by optimizing database queries and application workflows.

Ignite Fellow | AI4ALL

April 2026 - Present

Selected for a competitive, cohort-based AI/ML accelerator program.
Led a 7-person team in training decision-tree-based models to 90% accuracy in classifying Parkinson's Disease.
Led model deployment through Streamlit, integrating fairness audits and responsible AI checkpoints throughout the pipeline.

AI/Machine Learning Fellow | Cambio Labs - Break Through Tech

August 2025 - December 2025

Conducted comprehensive Exploratory Data Analysis (EDA) on socio-economic datasets, engineering synthetic samples to address data sparsity for resource recommendation models.
Optimized Random Forest and KNN models achieving 80% recommendation accuracy, specifically tailored to surface relevant resources for underserved entrepreneurs.
Co-authored and presented technical findings to Cambio Labs management with strategic suggestions.

Coding Instructor | Bradley DAPCEP (Detroit Area Pre-College Engineering Program)

Aug 2023 - PRESENT

Increased student comprehension scores by 20% across 50+ students by developing and delivering two interactive 5-week CS curricula annually using a hybrid Blockly and Python framework focused on modern programming and responsible AI usage.
Reduced daily classroom setup and prep time by 50% by implementing a pre-class digital student sign-in process, maximizing hands-on coding instruction time for every session.

Site & Logistics Coordinator | Bradley University SERVE

Aug 2023 - PRESENT

Organized and facilitated 16+ annual member meetings, managed volunteer teams, and planned retreats for the largest service organization on campus.
Coordinated with local nonprofits to host and manage volunteer events for over 200 Bradley University students, handling logistics in collaboration with faculty and the Student Activities office.

Website Development Lead, Tech Fellow | Propel2Excel

Sep 2024 - Dec 2024

Led a team of developers to optimize website performance on Wix using HTML, CSS, and JavaScript.
Improved team efficiency by 50% by aligning strategic goals and tasks across the team.

Data Science Instructor Assistant | Kode With Klossy

March 2024 - July 2024

Achieved a 90% engagement rate among 200+ scholars by customizing Python, SQL, and Looker Studio materials.
Led coding practices, debugging sessions, and data visualization workshops, resulting in a 100% project completion rate for the cohort.

Recent Work

Click on any card to visit the project or live demo!

Parkinson's Disease Classification App - AI4ALL Ignite

Python, Streamlit, Scikit-Learn, Pandas, Responsible AI

Developed as an AI4ALL Ignite Fellow. Led a 7-person team to train decision-tree-based models achieving 90% accuracy in classifying Parkinson's Disease. Deployed via Streamlit with embedded fairness audits and responsible AI checkpoints.

Heart of the Home - Capstone

React, MySQL, TypeScript

Completed senior capstone project building an accessible, mobile-friendly application to streamline and strengthen Habitat for Humanity Greater Peoria Area’s connection with admins and homeowners. Led frontend development, core real-time dashboards, resource/event modules, and integrated the MySQL backend.

WiDS Datathon 2026: Wildfire Spread Prediction

Python, Scikit-Learn, NumPy, Matplotlib, Pandas

Engineered physics-informed features including Wavefront ETA (combining radial growth and centroid movement) to capture non-linear fire dynamics. Designed a 50/50 blend of a Random Survival Forest and a 4-model Gradient Boosting ensemble, achieving a localized Brier Score of 0.003.

Entrepreneur Compass Tool - Cambio Labs

Python, SciKit Learn, Pandas, Numpy

Developed during the Break Through Tech AI Program. Conducted EDA and engineered synthetic data samples to handle sparsity, optimizing Random Forest and KNN models to hit 80% recommendation accuracy for low-income entrepreneurs.

HoodWatch - Neighborhood Safety App

Figma, HTML, CSS, React, Expo SDK, MongoDB, TypeScript

Created to report local safety issues in real-time. As Frontend Lead and Researcher, designed and implemented the cross-platform mobile UI using Expo SDK and React Native, setting up navigation, auth, and secure data handling.

Twitter Sentiment Analysis

Python, Jupyter Notebook, NLTK, Scikit-learn, Pandas

Optimized Random Forest and Naive Bayes models to predict sentiment and reshare likelihood. Built word clouds using NLTK; the Naive Bayes binary model achieved a 93.31% accuracy with oversampling.

To see more, visit my GitHub.

Awards & Honors

Best Implementation of an Idea from the Turner School of Entrepreneurship (Fall 2025) - For working with a team to create a comprehensive plan and executing the first planting of a campus pollinator habitat.
Bradley University Dean’s List (Fall 2023 – Spring 2026) - Recognizes students maintaining a GPA of 3.5 or above on a 4.0 scale (Current Cumulative GPA: 3.96).

Congressional App Challenge 2022 Winner

Other Milestones in My Tech Journey

how I'm pursuing my passion in tech

2022

Accepted into the Kode With Klossy Web Dev Scholar program for a two-week intensive.
Won 1st place in the Congressional App Challenge using my new web development skills.

2023

Gained professional experience volunteering to reinstate a high school website, learning C#, SQL, and Azure DevOps.
Accepted into the Kode With Klossy program a second time as a Data Science scholar.
Joined the Society of Women Engineers.

2024

Became a Kode With Klossy Instructor Assistant to give back to the community.
Joined Rewriting the Code for summer networking and learning.
Accepted into Codepath's Technical Interview Prep course.
Chosen as one of 100 women for the Society of Women Engineers Collegiate Leadership Institute.

2025

Took Intro To Software Engineering as a sophomore and built HoodWatch as Frontend Lead following Agile workflows.
Selected for the 12-month Break Through Tech AI program at Cornell Tech.
Worked my first internship as a Web Development Intern at Levi, Ray & Shoup, Inc..
Completed summer AI/Machine Learning coursework with Break Through Tech and collaborated with Cambio Labs.
Started my Senior Capstone Project as Frontend Lead.

2026

Competed in the WiDS Worldwide Datathon focusing on wildfire spread prediction using survival analysis.
Completed my capstone project, Heart of the Home, and graduated from the Break Through Tech AI Program.
Earned a Certificate in Machine Learning Foundations from Cornell University.
Accepted into the summer cohort of the AI4ALL Ignite Accelerator as a Fellow.
Returned to Levi, Ray & Shoup, Inc. for my second summer as an Application Developer Intern.

Writing & Substack

I casually post articles and thoughts on tech-related events, machine learning, and my personal learnings on Substack at @Dev-o-Ramma. Check out 3 of my latest posts below!

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Beyond the Code

My interests outside of technology are rooted in a passion for community, sustainability, and continuous learning.

Sustainability & Community Activism

I am an active member of my campus community, working with a team to bring pollinator gardens to the university and establish a lasting educational program. We've presented our research at the school's research expo and the Sustainability Research and Innovation Congress 2025. In Fall 2025, we planted our first pollinator plot on campus and won an award for Best Implementation of an Idea from the Turner School of Entrepreneurship.
Sewing & Sustainable Fashion

As a member of Sewsation, a campus initiative founded to cut down on clothing waste, I volunteer my time to mend clothes for faculty, students, and community members. I am passionate about using my skills to extend the life of garments and prevent them from ending up in a landfill, while running Sewsation's Instagram presence.