Data Analyst  •  Full Stack Engineer

Hi, I'm Cameron Dietz

I build data-driven applications end to end.

About Me

Cameron Dietz

I am a full stack developer with years of experience across all layers of the OSI model. I have worked extensively with Python creating ML models, performing exploratory data analysis, and automating ETL. I have built and deployed applications and microservices on AWS, IBM Cloud, and my own local servers.

After graduating from the school of engineering at Texas A&M University I joined Applied Industrial Technologies, where I serviced our largest account — a large semiconductor OEM — driving sales and improving operational efficiency. I designed and developed an entire application from database architecture and automation to UI design and performance optimization, integrating SQL, VBA, scripting, and data visualizations to create seamless solutions across multiple facets of business operations.

My Skills

HTML

3 years experience

JavaScript

2 years experience

Java

3 years experience

React

2 years experience

Python

4 years experience

Node.js

2 years experience

CSS

3 years experience

C++

3 years experience

Linux

2 years experience

VBA

2 years experience

SQlite

1 years experience

Docker

2 years experience

Django

2 years experience

PostgresQL

2 years experience

Kubernetes

2 years experience

MongoDB

2 years experience

My Projects

Full Stack Aventrek ecommerce platform

Ecommerce Platform — Aventrek

Full-stack industrial parts marketplace with AI support, Stripe checkout, and edge deployment.

Next.jsDjangoPostgreSQLMongoDBOpenAIDocker

Industrial E-Commerce Platform

Designed and built a full-stack platform for selling industrial parts with a focus on reliability, performance, and ease of use. Utilized Django and PostgreSQL for robust backend logic, secure APIs, and transactional integrity. Integrated a MongoDB-powered Node.js microservice to handle fast, unstructured product search and filtering. Ecommerce products view

Modern Frontend Stack

Built the frontend using Next.js 15 with TypeScript and Tailwind CSS. Implemented Redux for global state management across shopping cart, filters, and user sessions. Developed responsive, mobile-friendly layouts for accessibility in industrial field settings.

AI-Powered Support

Connected the OpenAI API via Django to assist users with intelligent troubleshooting and context-aware, domain-specific support for product compatibility, diagnostics, and selection. AI support tool

Secure Checkout and Payments

Implemented Stripe for secure payment processing integrated directly into the Django backend. All transactions and orders are securely stored and associated with user accounts.

Deployment in Industrial Environments

Deployed the platform on a Raspberry Pi using Docker containers for resource-efficient local hosting, with Cloudflare Tunnel for DDoS protection and automatic SSL.

Tech Stack

  • Frontend: Next.js, TypeScript, Tailwind CSS, Redux
  • Backend: Django REST Framework, PostgreSQL
  • Search Service: Node.js + Express with MongoDB
  • AI: OpenAI API integration for customer support
  • Payments: Stripe integration for secure checkout
  • Deployment: Docker, Cloudflare Tunnel, Kubernetes, Raspberry Pi
Internal Tool Applied Industrial Technologies CRM

Database & CRM — Applied Industrial Technologies

Custom Access/SQL/VBA system managing 12,500+ parts, automated quoting, and live business dashboards.

MS AccessSQLVBADashboards

Database Management: Designed and implemented a comprehensive database in Microsoft Access to manage and streamline data for over 6,500 parts including purchasing, vendor, and quoting information. Ensured data integrity and optimized performance through careful schema design and indexing.

Automation & Efficiency: Developed and deployed SQL queries and VBA scripts to automate routine tasks — data sorting, filtering, extraction, report generation, email distribution, and file management — significantly reducing manual effort.

Data Analysis & Visualization: Built a dynamic dashboard to track key business metrics in real time, supporting strategic decision-making.

Process Improvement: Continuously refined database architecture and processes to accommodate growing data needs and improve scalability.

Database menu Database part view
Microservices Car dealership review application

Car Dealership Review Application

Django + Node microservices with sentiment analysis and React front-end, deployed on Kubernetes.

DjangoReactNodeMongoDBKubernetesIBM Cloud

Constructed a complete web application for a national car dealership that allows new and existing customers to look up branches by state and read customer reviews.

Django-Based Web Application

Developed a responsive site to showcase car dealerships and user reviews using Django. Designed dynamic pages for dealer listings, reviews, and review submission.

Microservices Integration

Integrated a Node.js Express microservice to manage dealers and reviews stored in MongoDB. Leveraged Django proxy services for seamless communication.

Sentiment Analysis

Deployed a custom Sentiment Analyzer microservice on IBM Cloud Code Engine to score user-submitted reviews.

Auth, Front-End & Deployment

Integrated Django's auth system, built a React-based front-end, Dockerized backend services, and deployed on Kubernetes with CI/CD pipelines for testing and linting. Architecture diagram

Note: some services have been taken down so there may be some loss of functionality.

Data / ML HR analytics ML project

HR Analytics & Predictive Modeling

EDA and Random Forest model (AUC 0.96) on a 15K-row HR dataset to identify turnover drivers.

Pythonscikit-learnPandasEDA

Analyzed a 14,999-row HR dataset to uncover insights into employee retention and build predictive models for identifying key turnover factors. Removed 3,008 duplicates, flagged 824 tenure outliers with IQR, and validated data types and missing values during preprocessing.

Key Analysis Steps

  • Retention analysis: 16.6% of employees had left. Boxplots, histograms, and scatter plots highlighted that higher workloads increased turnover.
  • Tenure & salary insights: Lower satisfaction (mean 0.44) for those who left vs. 0.67 for retained employees. Higher turnover among short-tenured, low-salary employees.
  • Department trends: Counts revealed varied retention rates, indicating need for department-specific strategies.

Predictive Modeling

  • Logistic Regression: 82% accuracy, macro F1 0.61.
  • Decision Tree (GridSearchCV tuned): AUC 0.9587, precision 0.857, recall 0.904.
  • Random Forest: AUC 0.9648 — top features were satisfaction level, average monthly hours, and tenure.

Results underscore the importance of job satisfaction, workload, and tenure in predicting employee departure — offering a data-driven approach to HR management.

Full Stack Aventrek ecommerce platform

Emergency Operations Dashboard

Full-stack industrial parts marketplace with AI support, Stripe checkout, and edge deployment.

Next.jsDjangoPostgreSQLMongoDBOpenAIDocker

Emergency Operations Center Dashboard

Designed and developed a real-time emergency operations and OSINT intelligence dashboard for disaster response coordination, infrastructure monitoring, and situational awareness. Built a multi-panel command center interface aggregating live emergency data feeds, weather intelligence, infrastructure monitoring, transportation tracking, financial indicators, and global event reporting into a unified operational platform. Focused heavily on rapid information visibility, low-latency updates, and operational usability during high-stress emergency response scenarios.

Real-Time Intelligence and Monitoring

Integrated live aviation, maritime, roadway, weather, seismic, outage, and emergency alert feeds using public APIs, embedded data services, and real-time data polling. Developed live monitoring systems for NOAA weather alerts, USGS earthquake activity, ERCOT grid conditions, RSS intelligence aggregation, and infrastructure outage tracking. Implemented dynamic dashboards for tracking global events, disease outbreaks, severe weather, transportation systems, and emergency communications.

OSINT and Situational Awareness Features

Built an operational intelligence environment incorporating live news streaming, police and fire radio feeds, market intelligence, geospatial traffic visualization, and emergency information aggregation. Integrated multiple OSINT resources including ADS-B Exchange, MarineTraffic, GDELT, Broadcastify, PurpleAir, Weather Underground, TxDOT traffic systems, and NOAA weather infrastructure. Designed modular intelligence panels capable of rapidly adapting to evolving disaster response requirements and emerging information sources. OSINT intelligence and monitoring panels

Frontend Engineering and System Architecture

Engineered the platform using HTML, CSS, and JavaScript with a modular panel-based architecture optimized for large-scale dashboard rendering and real-time updates. Developed custom polling systems, timezone synchronization engines, uptime monitoring, feed aggregation logic, and dynamic content rendering systems. Implemented responsive operational layouts supporting large displays, command center environments, and multi-monitor emergency operations deployments.

Data Aggregation and Live Systems

Created custom JavaScript systems for:
  • Live RSS feed aggregation and categorization
  • NOAA and NWS weather alert processing
  • USGS earthquake monitoring and visualization
  • Live HLS news streaming integration
  • Infrastructure and outage monitoring
  • Financial market intelligence tracking
  • Global timezone synchronization systems
  • Operational uptime and alert monitoring

Operational Design Philosophy

Designed the interface around emergency management workflows emphasizing rapid scanning, visual hierarchy, dark-mode operational readability, and information density. Focused on creating a centralized situational awareness platform capable of assisting humanitarian organizations, disaster response teams, and emergency coordination personnel during active incidents.

Tech Stack

  • Frontend: HTML5, CSS3, JavaScript
  • Data Sources: NOAA, NWS, USGS, GDELT, Broadcastify, RSS Feeds, TradingView APIs
  • Streaming: HLS.js, Live Video Embeds, YouTube Integration
  • OSINT: ADS-B Exchange, MarineTraffic, TxDOT, PurpleAir, ReliefWeb
  • Architecture: Real-Time Dashboard Systems, Feed Aggregation, Modular UI Panels
  • Features: Live Alerts, Infrastructure Monitoring, Situational Awareness, Emergency Intelligence
  • Deployment: Browser-Based Command Center Interface
C++ C++ topographical map route

Topographical Pathfinder — C++

Reads elevation data, renders a grayscale PPM map, and overlays the least-elevation-change path.

C++AlgorithmsImage Processing

C++ program that maps the most efficient route through terrain using topographical map data. Reads elevation values, processes them into a grayscale PPM image, and highlights the optimal path.

Input handling: Prompts for rows, columns, and the input file; validates and opens the file for reading.

Data processing: Stores elevations in a 2D vector and computes min/max for grayscale scaling.

Grayscale mapping: Maps each elevation to a 0–255 intensity stored in RGB vectors.

Path coloring: A colorPath function determines the least-elevation-change path and overlays it; the shortest is rendered in bright green.

Output: Writes a PPM file with grayscale terrain and colored overlay paths.

Map output
Frontend Trumodern Esthetics

Trumodern Esthetics

Frontend website with amazing UI and SEO to help a company succeed

GithubHTMLCSSSEOJS

Trumodern Esthetics Website

Designed and developed a luxury skincare and esthetics website focused on elegant branding, immersive visuals, and high-conversion client booking experiences. Built a fully responsive single-page experience using semantic HTML5, modern CSS architecture, and performance-focused frontend practices. Implemented custom sections for featured facial treatments, esthetician introductions, service showcases, FAQs, and mobile-first navigation. Integrated external booking functionality through Square to streamline appointment scheduling and improve client conversion. Trumodern Esthetics hero section

Luxury Frontend Experience

Crafted a premium visual identity using modern typography, cinematic layouts, smooth scrolling interactions, and layered imagery. Optimized the user experience across desktop and mobile devices with responsive grids, animated reveal effects, accessible navigation, and fast-loading media. Implemented SEO-focused metadata, Open Graph integration, structured schema markup, and semantic accessibility standards to improve discoverability and search performance.

Branding and User Experience

Developed a calm, modern design language tailored to the luxury skincare industry, emphasizing trust, comfort, and professionalism. Created dedicated sections for Hydrafacial treatments, acne care, chemical peels, brow shaping, and dermaplaning to clearly communicate services and benefits. Designed the interface to guide users naturally toward booking actions while maintaining a clean editorial aesthetic. Trumodern Esthetics services section

Performance and Optimization

Optimized loading performance using responsive images, lazy-loading techniques, lightweight assets, and efficient CSS organization. Implemented structured JSON-LD schema for local SEO and enhanced search engine visibility. Configured mobile-friendly layouts and touch-optimized interactions for seamless browsing on smartphones and tablets.

Deployment and Integration

Integrated third-party booking systems, social media links, and modern web metadata standards for a polished production-ready deployment. Designed the site architecture to support future scalability including online skincare product sales, blog content, and advanced booking integrations.

Tech Stack

  • Frontend: HTML5, CSS3, JavaScript
  • Design: Responsive Design, Modern UI/UX, Mobile-First Layouts
  • SEO: Open Graph, Structured Data (JSON-LD), Semantic HTML
  • Integrations: Square Booking, Instagram
  • Performance: Lazy Loading, Optimized Media, Accessibility Enhancements
  • Deployment: Production Web Hosting, Mobile Optimization
Next.js Austin Reviews

Next.js Frontend — Austin Reviews

Full-stack industrial parts marketplace with AI support, Stripe checkout, and edge deployment.

Next.jsSEOSchemaUI DesignReact

Austin Reviews Website

Designed and developed a high-performance local discovery platform for exploring businesses, services, and destinations throughout Austin, Texas. Built the website using Next.js static output generation to maximize speed, scalability, and SEO performance while reducing hosting overhead. Implemented dynamic filtering and searchable category navigation to help users quickly discover restaurants, shops, entertainment, and local services. Austin Reviews homepage

Search and Taxonomy System

Developed a structured node-based taxonomy architecture to organize businesses across nested categories, tags, and local interest groupings. Implemented fast client-side filtering and search functionality for seamless browsing across large business datasets. Created scalable content relationships allowing businesses to appear across multiple discovery paths and category structures.

SEO and Performance Optimization

Optimized the platform for strong search engine visibility using static site generation, semantic HTML, metadata management, and structured page hierarchy. Implemented clean URL structures, Open Graph metadata, responsive layouts, and optimized asset delivery to improve indexing and user engagement. Focused heavily on Core Web Vitals, accessibility standards, and mobile-first responsiveness for reliable performance across devices. Austin Reviews search and filtering interface

User Experience and Frontend Design

Built responsive interfaces with smooth navigation, intuitive filtering systems, and modern card-based business layouts. Designed the platform to support fast exploration of local businesses while maintaining a lightweight, highly performant browsing experience. Created reusable frontend components for categories, listings, reviews, featured businesses, and recommendation sections.

Static Deployment Architecture

Leveraged Next.js static output/build functionality for efficient deployment and CDN-friendly hosting. Designed the application architecture for future scalability including user reviews, ratings, geolocation features, and sponsored listings. Maintained a lightweight deployment strategy optimized for rapid page delivery and low infrastructure requirements.

Tech Stack

  • Frontend: Next.js, TypeScript, React
  • Architecture: Static Site Generation (SSG), Static Output Build
  • Search: Client-Side Filtering and Search Functionality
  • SEO: Semantic HTML, Structured Metadata, Open Graph Optimization
  • Data Structure: Node-Based Taxonomy and Category Hierarchies
  • Performance: Responsive Design, Optimized Assets, Core Web Vitals Optimization
  • Deployment: Static Hosting and CDN Distribution
Full Stack Aventrek ecommerce platform

Tiger Totes

Full-stack industrial parts marketplace with AI support, Stripe checkout, and edge deployment.

Next.jsDjangoPostgreSQLMongoDBOpenAIDocker

Industrial E-Commerce Platform

Designed and built a full-stack platform for selling industrial parts with a focus on reliability, performance, and ease of use. Utilized Django and PostgreSQL for robust backend logic, secure APIs, and transactional integrity. Integrated a MongoDB-powered Node.js microservice to handle fast, unstructured product search and filtering. Ecommerce products view

Tech Stack

  • Frontend: Next.js, TypeScript, Tailwind CSS, Redux
  • Backend: Django REST Framework, PostgreSQL
  • Search Service: Node.js + Express with MongoDB
  • AI: OpenAI API integration for customer support
  • Payments: Stripe integration for secure checkout
  • Deployment: Docker, Cloudflare Tunnel, Kubernetes, Raspberry Pi
Frontend Health Frontend

Frontend Website — Healthy Living

Complete Web-page for a halth and wellness brand offering advice and information on a healthy lifestyle

UI DesignSEO

Oakwell Health & Wellness Website

Designed and developed a modern health and wellness platform focused on practical, research-driven lifestyle education across fitness, nutrition, recovery, sleep, skincare, and preventative health. Built the website using semantic HTML5, custom CSS architecture, and vanilla JavaScript for lightweight performance and broad device compatibility. Created an editorial-style user experience emphasizing readability, calm visual design, and structured educational content. Oakwell health and wellness homepage

Educational Content Architecture

Structured the platform around wellness “pillars” including movement, nutrition, hydration, sleep, hygiene, air quality, skincare, and recovery. Developed scalable page templates for long-form educational articles, health guides, workout plans, and wellness resources. Implemented intuitive navigation systems and internal linking structures to improve content discovery and user retention.

Frontend Design and User Experience

Designed responsive layouts with modern typography, glassmorphism-inspired UI elements, and smooth reveal animations to create a premium reading experience. Focused heavily on accessibility, readability, and mobile-first interaction patterns for users consuming educational content across devices. Built reusable styling systems and modular content sections for efficient scalability across dozens of wellness topics. Oakwell workout and movement section

SEO and Performance Optimization

Implemented strong SEO foundations using semantic HTML, metadata optimization, canonical URLs, Open Graph integration, and structured content hierarchy. Optimized page speed through lightweight JavaScript usage, efficient CSS organization, optimized assets, and minimal frontend overhead. Designed the site architecture to support long-term organic search growth across health and wellness search categories.

Interactive Features

Developed responsive navigation systems, animated content reveals, educational statistics components, and dynamic UI interactions using vanilla JavaScript. Created scalable article systems capable of supporting future integrations such as workout trackers, meal plans, personalized wellness programs, and health calculators.

Tech Stack

  • Frontend: HTML5, CSS3, JavaScript
  • Design: Responsive Design, Glassmorphism UI, Mobile-First Layouts
  • SEO: Semantic HTML, Open Graph Metadata, Canonical URL Optimization
  • Performance: Lightweight Frontend Architecture, Optimized Assets
  • UX: Long-Form Educational Content Design, Accessibility Enhancements
  • Deployment: Static Web Hosting
Full Stack Website for local band

Web Design — Decibel214

Built a webpage for a band out of the Cypress, TX area

HTMLWeb Design

Decibel 214 Band Website

Designed and developed a promotional website for Decibel 214, a Texas-based hard rock cover band focused on live performance promotion, media presentation, and booking inquiries. Built a visually immersive frontend experience centered around cinematic video backgrounds, live show promotion, band branding, and responsive media presentation. Created a modern single-page layout optimized for fan engagement, venue promotion, and mobile-friendly browsing. Decibel 214 band website hero section

Frontend Design and Media Experience

Developed the website using HTML5, CSS3, JavaScript, and Bootstrap 5 to create responsive layouts and polished interactive components. Implemented a full-screen hero video system with layered overlays, immersive typography, and high-impact branding visuals. Designed dynamic media galleries using Bootstrap carousel systems to showcase live performances, band photography, and promotional content. Decibel 214 media carousel and gallery

Booking and Event Promotion

Built dedicated sections for upcoming shows, venue information, and direct booking inquiries to streamline communication with fans and event organizers. Integrated responsive contact systems with email, phone, and social media connectivity for simplified booking and promotional outreach. Focused heavily on clear call-to-action placement and mobile usability for users discovering the band through social platforms and live events.

Responsive UI and User Experience

Designed a dark-themed visual identity inspired by live music venues, concert environments, and modern rock branding aesthetics. Implemented responsive navigation systems, smooth scrolling layouts, adaptive media rendering, and mobile-first optimization across all screen sizes. Utilized Bootstrap utility systems and custom CSS enhancements to maintain consistency while allowing rapid frontend customization.

Performance and Accessibility

Optimized media presentation for fast loading while maintaining high visual impact through responsive image handling and lightweight frontend architecture. Implemented accessible navigation patterns, semantic HTML structure, and scalable component organization for maintainability and future expansion.

Tech Stack

  • Frontend: HTML5, CSS3, JavaScript
  • Frameworks: Bootstrap 5, Bootstrap Icons
  • Media: Fullscreen Video Backgrounds, Image Carousel Systems
  • Design: Responsive Design, Dark Theme UI, Mobile-First Layouts
  • Features: Event Promotion, Booking Contact Integration, Social Media Links
  • Performance: Optimized Media Rendering, Responsive Components
  • Deployment: Static Web Hosting
Full Stack Aventrek ecommerce platform

Frontend Design — American Society Foundation

Full-stack industrial parts marketplace with AI support, Stripe checkout, and edge deployment.

Next.jsDjangoPostgreSQLMongoDBOpenAIDocker

Civitas Foundation Civic Platform

Designed and built a modern nonprofit and civic education platform focused on constitutional literacy, public safety, moral philosophy, and community preparedness. Created a scalable multi-page architecture for educational content, long-form articles, organizational initiatives, and emergency response integration. Developed a refined institutional visual identity emphasizing clarity, accessibility, and trust through responsive layouts and structured information design. Integrated educational resources, safety guides, article systems, and dedicated emergency operations pathways into a cohesive public-facing platform. Civitas Foundation website

Tech Stack

  • Frontend: HTML5, CSS3, JavaScript
  • Design: Responsive layouts, semantic HTML, accessibility-first structure
  • Content Systems: Dynamic JSON-fed article and values rendering
  • Branding: Custom UI system, typography hierarchy, institutional design language
  • SEO: Open Graph metadata, JSON-LD structured organization schema
  • Focus Areas: Civic education, public information, emergency preparedness
React + Redux Paradise Nursery shopping app

Paradise Nursery Shopping App

React shopping experience built with hooks and Redux for cart, filtering, and state.

ReactReduxHooks

React Components: Functional React components using composition and nesting.

State Management with Hooks: useState and useEffect for component-level state controlling visibility and behavior.

Redux Integration: Actions, reducers, and store managing global cart state.

Dynamic Rendering: Mapped arrays of objects to generate dynamic lists of components.

Events & Conditional Rendering: User events trigger Redux actions and update UI conditionally.

Paradise Nursery screenshot

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