Projects
A selection of high-impact work focused on backend platforms, LLM automation, data engineering/BI, and cloud migrations.
Brand Asset Crawler
Built an app using Firecrawl for partner websites to pull logos, style guides, images, and offer details into one place.
Impact:
Cut partner onboarding time by 75% by automating what used to be manual data collection
Tech Stack:
AI Voice Agent for After-Hours Call Handling
Built an AI-powered voice agent using Telnyx to handle overnight and holiday calls. Integrated tool calling to automatically collect customer information, update records in real-time, schedule appointments, and answer FAQs from a knowledge base.
Impact:
Enabled 24/7 customer service without staffing costs, capturing leads that would otherwise be lost
Tech Stack:
Design Verification Agent
Engineered an automated quality control agent using Gemini to validate PDF outputs against original text specifications. The system identifies discrepancies in design, text, and branding guidelines.
Impact:
Validates 2,500+ designs monthly, replacing manual inspections with AI and ensuring 100% brand compliance
Tech Stack:
AI Campaign Report Generator
Built a system that auto-generates one-page campaign summaries with performance metrics and suggested next steps.
Impact:
Standardized client reporting and surfaced upsell opportunities through data-backed recommendations
Tech Stack:
AI Call Notes & Transcription Pipeline
Integrated OpenAI Whisper, via self-hosted local LLMs, for bulk call transcription and LLM-generated call notes into agent workflows. Updated APIs to persist and deliver consistent summaries for follow-up, reporting, and text-based search/sentiment analysis.
Impact:
Processed 6M+ calls, enabling searchable voice data for QA/compliance and automated agent summaries
Tech Stack:
Cloud Migration & Infrastructure Modernization
Led the complete migration from Rackspace to AWS and containerized legacy web servers to Docker. Upgraded databases (MariaDB), established Redis caching, configured load balancers, and moved terabytes of recording data to S3, eliminating vendor dependency.
Impact:
Modernized infrastructure, improved uptime, reduced hosting costs, and solved environment inconsistency
Tech Stack:
Development Team Training & Standards
Set up formal training, coding standards, and a plan to delegate day-to-day tasks so I could focus on architecture.
Impact:
Improved team output and freed up time for bigger projects
Tech Stack:
Call Scripting Engine
Built a standalone API for call scripts, replacing tightly-coupled legacy code. Added AI-generated lead summaries and per-caller script customization.
Impact:
Decoupled scripts from the monolith, enabling faster updates, versioning, and AI-assisted agent workflows
Tech Stack:
Legacy Code Refactoring (PHP 5.6 to 8.4)
Led incremental refactoring of massive monolithic legacy codebase to modern PHP standards, introducing type hinting, Composer dependencies, and PSR standards.
Impact:
Extended core application life and improved developer velocity
Tech Stack:
Marketing Attribution Platform
Set up event tracking with RudderStack and built matching algorithms to tie ad spend to actual sales. Handled deduplication across data sources for accurate ROI reporting.
Impact:
Gave clients clear proof of which campaigns drove sales
Tech Stack:
Twilio Flex Contact Center
Migrated agents to Twilio Flex. Built skill-based routing, TaskRouter webhooks, session tracking, real-time dashboards, warm transfers, and IVR flows with Twilio Studio.
Impact:
Replaced legacy phone system with skill-based routing, SMS/chat support, and better agent analytics
Tech Stack:
DMS Data Pipeline
Maintained ETL pipeline that pulls sales and service data from major DMS providers (CDK, Reynolds, Dealertrack, Tekion). Built deduplication and normalization into a unified schema.
Impact:
Powers match-back attribution while keeping database costs down and PII exposure minimal
Tech Stack:
Google Analytics 4 Migration
Handled the switch from Universal Analytics to GA4 across thousands of dealer websites. Built automated pipelines to pull GA4 data via API for attribution.
Impact:
Kept marketing attribution running during Google's mandatory migration
Tech Stack:
Cloudflare Workers & Edge Migration
Migrated legacy frontend applications and static sites to Cloudflare Pages and Workers. Implemented edge-side logic for faster routing.
Impact:
Improved site load speeds globally and enhanced security.
Tech Stack:
Cloudflare AI Gateway Integration
Implemented Cloudflare AI Gateway to centralize observability across all AI/LLM integrations. Enabled request logging, analytics, caching for repeated prompts, and fallback routing between model providers.
Impact:
Reduced AI API costs through intelligent caching and gained full visibility into LLM usage patterns
Tech Stack:
Looker Business Intelligence Suite
Designed comprehensive Looker dashboards and LookML models for multiple product lines. Configured embedded dashboards directly into client portals with interactive, self-service reporting.
Impact:
Enabled self-service analytics for stakeholders, reducing ad-hoc reporting requests
Tech Stack:
Email Deliverability & DMARC Enforcement
Implemented strict DMARC policies and dedicated sending domains to comply with Google/Yahoo sender guidelines. Architected a system to isolate transactional alerts from marketing blasts.
Impact:
Prevented domain blacklisting and maintained 99%+ deliverability for critical dealer alerts
Tech Stack:
Automated Google Ads Campaign Management
Developed integration with Google Ads API to automatically create, pause, and update ad groups based on inventory levels and campaign statuses.
Impact:
Launches 1,200+ campaigns monthly, reducing manual ad ops by 80% and aligning spend with inventory
Tech Stack:
Automated Vehicle Image Processing
Developed a pipeline to ingest raw vehicle inventory photos, strip backgrounds, and apply branded overlays for marketplace.
Impact:
Standardized inventory presentation, improving click-through rates on vehicle detail pages
Tech Stack:
Partner Portal
Built a self-service portal for sales reps to view campaign performance, download assets, and track attribution without manual reports.
Impact:
Reduced support ticket volume and improved partner transparency
Tech Stack:
Automated Invoice Generation System
Developed system to aggregate billable events (minutes, records, leads) and generate invoices, syncing directly to QuickBooks via API.
Impact:
Reduced monthly billing cycle from days to hours, eliminating manual data entry errors
Tech Stack:
KBB Instant Cash Offer Integration
Integrated KBB's ICO data feed into agent workflow, allowing real-time vehicle valuations during customer calls.
Impact:
Streamlined trade-in discussions, increasing appointment set rates
Tech Stack:
Geo-Spatial Dealer Mapping Tool
Created tool to visualize dealer coverage areas and conquest marketing zones for sales territory planning.
Impact:
Assisted sales team in identifying market saturation and white space
Tech Stack:
Internal Admin Tools
Built suite of administrative tools to empower staff to effectively manage campaigns and agency accounts.
Impact:
Reduced engineering support ticket volume by empowering support staff
Tech Stack:
Conservation Club Website (Volunteer)
Designed and built a modern website for a local conservation club as a volunteer project, providing event information, membership details, and club resources.
Impact:
Gave back to the local community while applying modern web development practices
Tech Stack:
kdna.dev