Computer Science Portfolio - Year in Review

Computer Science Portfolio

Year in Review - CSP Certifications and NFTS 2024-2025

1. Project Overview & Technical Contributions

Throughout this academic year, I've developed expertise in full-stack development, agile methodologies, and team leadership through two major projects: Pyre and Prism.

Pyre - Earthquake Monitoring Platform

As Scrum Master for the earthquake monitoring team, I led project coordination while developing critical features:

Help Center: Built a comprehensive user support system with searchable documentation, multimedia support, and integrated ticketing. Implemented intelligent search algorithms for natural language queries and automated issue routing.

helpcenter

Admin Dashboard: Created sophisticated role-based access control (RBAC) with hierarchical permissions. Integrated data visualization tools for user analytics and system performance tracking.

Admin Dashboard

Vcard System: Developed professional networking platform for emergency response community with role-based organization, automated contact updates, and calendar integration.

Vcard

Contribution - Github Analytics: Pyre

Frontend:
frontendpyre
Backend:
backendpyre

One More thing.... I also created documentation for everyone in our group: General API Documentation

Prism - Social Connection Platform

Focused on user connections and creativity through innovative platform features:

Advanced Security: Implemented comprehensive @admin_required framework with multi-layered authentication, session management, API rate limiting, and encrypted data transmission. Built adaptive security that responds to threat levels automatically.

Dynamic Leaderboard: Created intelligent scoring system considering contribution quality, community engagement, and skill development. Features real-time WebSocket updates and personalized progress visualizations.

Language Sharing Module Language Sharing Module

Language Sharing Module: Built learning platform with code sharing, tutorials, peer reviews, and skill-level matching for programming languages and mentorship opportunities.

Language Sharing Module

Settings Management: Developed SQL-based settings panel with stored data, just for quick updating of the footer that links this API/model to it.

Language Sharing Module

Contributions - Github Analytics: Prism

Frontend:
Language Sharing Module
Backend:
Language Sharing Module

My Professional Qualities

  • Technical Leadership: Established development standards, code review processes, and team training programs
  • Full-Stack Architecture: Designed scalable databases, flexible APIs, and accessible user interfaces
  • Innovation: Consistently exceeded project requirements with creative solutions and added value
  • Agile Expertise: Customized methodologies for team needs and fostered collaborative environments

2. Academic Foundation & AP Preparation

My systematic homework completion created a robust foundation extending beyond typical classroom learning, directly contributing to project development capabilities.

Comprehensive Assignment Coverage - Certification of Homework Sucess

Complete Tracker: View Homework Spreadsheet

Topic Commit Link
Digital Divide View Commit
Computing Bias View Commit
Crowdsourcing View Commit
Legal and Ethical Concerns View Commit
Safe Computing View Commit
Binary Search View Commit
Big O Method View Commit
Simulation View Commit
All Homework Blogs View Commit

Study Blog Commits

Image

Study Guide Link: Link

Special Case: Binary Base 64 HW was a Google Form Quiz and Optional Extra Credit
I Taught: Beneficial / Harmful Effects, Lists and Filtering Algorithm, Undecideable Problems, Graphs + Heuristics, and Binary Base 2 Math + Logic Gates.

Learning Through Teaching

A pivotal aspect of my experience was sharing knowledge with others. Frequently guiding peers through problems and walkthroughs deepened my own understanding far beyond passive study. Explaining concepts required me to clarify my thinking and anticipate potential misunderstandings, reinforcing my grasp of the material. This process not only solidified my knowledge but also equipped me to tackle similar challenges on the AP Exam with greater confidence and insight.

grades

Strategic Learning Impact

Each assignment connected to real-world applications, creating personal reference materials used throughout project development. The comprehensive approach built deep familiarity with AP content, making the exam feel like a natural extension of ongoing work rather than separate academic exercise.

This systematic preparation gave me confidence to tackle complex problems and explain concepts clearly, essential skills for both AP success and professional development.

3. Night of the Museum Showcase (June 2025)

The public demonstration challenged us to transform technical projects into engaging experiences for diverse audiences while maintaining system integrity under high traffic.

Advanced Public Implementation

Interactive Feedback System: Developed sophisticated visitor engagement tool with intelligent validation, automatic categorization, sentiment analysis, and real-time notifications. Includes accessibility features and cross-device compatibility.

QR Code & Mobile Integration: Implemented dynamic QR system generating personalized experiences based on scan context. Built progressive web app with fast loading on public WiFi, touch optimization, and responsive design.

Secure Demo Mode: Created sophisticated authentication bypass maintaining security integrity. Features automatic session management, visitor analytics, and seamless account creation transitions with comprehensive logging.

Feedback Recieved From Viewers: (Form) and (Spreadsheet)

Live Demonstration

Demo Environment: https://pyre.opencodingsociety.com/ucard?next=/

Designed multi-level engagement interface adapting to visitor technical expertise. Implemented guided tours with automatic feature highlighting and adaptive explanations. Maintained real-time performance monitoring and user engagement analytics.

The event validated our technical approaches and demonstrated real-world applicability to community members, employers, and technology professionals.

4. Development Analytics & Professional Methodologies

My development work demonstrates comprehensive understanding of professional software practices through metrics and methodologies reflecting industry standards.

GitHub Analytics Overview

grades
63
Commits
15
Issues
+835K
Lines Added
16
Public Repos

Professional Profile Metrics:

  • 63 Commits: Consistent, high-quality contributions
  • 15 Issues: Proactive problem identification and resolution
  • +835,300 / -138,557 Lines: Substantial feature development and code optimization
  • 16 Public Repos: Diverse project portfolio

Agile Implementation

Kanban Board Management:

  • Pyre Tri 3 Board: Link - Feature development and UX improvements
  • Pyre OCS Board: Link - API development and security systems
  • Prism Full-Stack Board: Link - Coordinated frontend/backend development

Customized workflows with sophisticated states, automated card movement based on Git activity, and systematic sprint planning including technical debt management.

Performance Assessment

grade prediction
Smart Grade: 90% (A) - Multi-factor evaluation

Multi-factor evaluation including:

  • Code review participation and collaborative engagement
  • Issue management and systematic problem resolution
  • Documentation quality and comprehensive testing
  • Consistent contribution patterns and professional practices

Quality Indicators

Professional Development Practices:

  • Collaborative Excellence: Active pull request management and peer code review
  • Code Quality Focus: Balance of feature additions with refactoring and optimization
  • Technical Leadership: Maintained high personal productivity while coordinating teams
  • Continuous Learning: Evolved practices incorporating feedback and new techniques

The metrics demonstrate not just coding ability but mature professional software development practices ready for industry application.

Certifications Taken from This:

Comprehensive Full-Stack Development Certification (2024-2025)

Program Completion:
Successfully completed a year-long intensive computer science program with a focus on modern software engineering practices.

Core Areas Covered

  • Frontend Technologies:
    React, HTML5, CSS3, JavaScript (ES6+), responsive design principles
  • Backend Development:
    Python (Flask), RESTful API design, database management, server deployment
  • DevOps & Collaboration:
    Git version control, agile methodologies, continuous integration
  • Computer Science Fundamentals:
    Data structures, algorithms, computational thinking, ethical computing

Industry-Standard Practices Mastered

  • Code review processes and collaborative development
  • Test-driven development and debugging methodologies
  • Documentation standards and technical communication
  • Project management and team leadership skills

Conclusion

This transformative year evolved from academic coursework into professional-level development, creating applications that serve real user needs. The combination of rigorous foundation, intensive project work, and public demonstration has prepared me for advanced CS studies and professional software development roles.

My experience as Scrum Master while maintaining high technical contributions developed skills in balancing individual excellence with team leadership—essential for senior developer roles. The positive reception of our applications validates our technical approaches and confirms readiness for complex software challenges.

This portfolio represents comprehensive transformation into a capable software developer ready for the next stage of my computer science journey.