Visit my personal website ➡️➡️ wardiyahrammazy.com
I am a Computer Science & Applied Mathematics student (3.95 GPA) at Bradley University specializing in full-stack software engineering, data science, and machine learning.
I also casually post articles about my journey on my newsletter Dev-o-Ramma which you can find at devoramma.substack.com
- Languages: C#, Python, TypeScript, JavaScript, SQL (SQL Server, MySQL), PHP, R
- Frameworks & Libraries: .NET 9, Blazor, React, React Native/Expo, REST APIs, Scikit-learn, Scikit-Survival, Pandas, NumPy
- Tools & Cloud: Azure DevOps, Git/GitHub, MySQL Workbench, Looker Studio, Figma, VS/VS Code
- Areas of Interest: Full-Stack Web Development, Predictive Modeling, Database Architecture, Agile Project Management
Developing an accessible, mobile-friendly application to streamline and strengthen Habitat for Humanity Greater Peoria Area’s connection with administrators and homeowners.
- Leadership: Leading frontend development, managing UI/UX components, and driving core features including dashboards, resources, and events.
- Architecture: Successfully integrated a responsive React frontend with a secure MySQL backend to ensure fluid data flow and secure communication.
Languages & Frameworks: TypeScript, React, MySQL, CSS3
Predicting the probability of wildfire impact across 12h, 24h, 48h, and 72h horizons using survival analysis and ensemble learning.
- Physics-Informed Engineering: Created domain-specific features like Wavefront ETA (combining radial growth and movement) and Near-Miss Margin to capture fire dynamics.
- The Blend: Implemented a hybrid ensemble of Random Survival Forests (RSF) and Gradient Boosting (XGB/LGB/Cat), achieving a localized Brier Score of 0.003.
- Statistical Rigor: Managed right-censored data and ensured logical consistency through monotonicity constraints and 5-Fold Stratified Cross-Validation.
Languages & Libraries: Python, Scikit-Survival, XGBoost, Optuna, Matplotlib, Seaborn
Led a 6 person team in backend engineering and database design for a movie database clone.
- Database Design: Engineered the complete Entity-Relationship Diagram (ERD) and optimized relational schema directly within MySQL Workbench.
- Backend Architecture: Built the initial server-side logic and dynamic web page rendering utilizing PHP.
- Workflow: Established the repository structure and strict Git branching workflows to manage collaborative contributions.
Languages & Tools: MySQL, PHP, MySQL Workbench, Git
Developed as part of the Break Through Tech AI Program to automate resource matching for low-income social entrepreneurs.
- Solution: Built a scalable recommendation system using Random Forest and KNN to match demographic metrics to high-impact community resources.
- Feature Engineering: Processed technology access and income data while implementing NLP on open-ended text fields for enhanced user categorization.
Languages & Libraries: Python, Scikit-learn, Pandas, Optuna, Matplotlib
A collaborative, cross-platform neighborhood safety application featuring real-time maps and reporting.
- Lead Role: Served as Frontend Lead, designing the comprehensive UI/UX layout in Figma and building the architecture using Expo/React Native.
- Security & Fullstack: Implemented vital user workflow loops, including secure user authentication, account creation, and email verification.
Languages & Frameworks: TypeScript, React Native, Expo, JavaScript, MongoDB