> IDENTITY_CONFIRMED
JEFFREY MCINTYRE
[ INFRASTRUCTURE SOLUTIONS ARCHITECT ]
Infrastructure Solutions Architect with 12+ years of experience ensuring the stability of mission-critical infrastructure and high-performance data layers. I specialize in the "Connective Tissue" between carrier-grade networking and automated backend logic. I offer the technical depth of an infrastructure architect with the agility of an AI-fluent developer, focusing on zero-loss data ingestion, real-time observability, and automated triage for complex production environments.
Core Metrics
Annual revenue safeguarded through systemic production bug resolution and resilient system architecture.
Decrease in implementation lifecycle time achieved via rigorous automation frameworks.
Technical Architecture
Project Spotlight
Gemini AI Pipeline & Automation
- The Build: Architected a data pipeline using Gemini LLM to automate high-volume email classification and sentiment analysis.
- The Result: Improved triage accuracy and reduced manual labor by 65%, directly unblocking engineering feedback loops.
SMTP Header Analysis Tool
- The Build: Engineered a Python tool to scan inbound email headers for specific technical triggers and metadata anomalies.
- The Result: Reduced the manual review cycle for Tier 3 escalations by 70% and significantly accelerated MTTR.
Biomechanics RESTful API (*Active*)
- The Build: Architecting a containerized TypeScript and NodeJS API stack utilizing Prisma ORM for type-safe database interactions.
- The Result: Engineered a complex Relational Schema in MySQL validated via Automated Postman Test Scripts to ensure 100% data integrity for high-concurrency telemetry.
Yealink Provisioning Pipeline
- The Build: Developed a Python-driven automation framework for the mass configuration and deployment of Yealink hardware.
- The Result: Eliminated manual provisioning errors and achieved a 90% reduction in implementation time for enterprise deployments.
Twilio Diagnostic Suite
- The Build: Developed internal diagnostic tools using Python and the Twilio API to automate carrier-grade connectivity checks.
- The Result: Streamlined the verification of global SMS/Voice deliverability, reducing the triage cycle for communication defects by 55%.
Professional Experience
- Served as the final Tier 3 escalation anchor for systemic production bugs, protecting $4.26M in recurring revenue.
- Integrated custom Python monitoring with Twilio's API to verify global SMS/Voice deliverability, identifying outages before impact.
- Partnered with Engineering teams to lead post-mortems and provide technical root-cause analysis for outages.
- Managed 24/7/365 operations for carrier-grade networks, maintaining 99.9% uptime for enterprise and healthcare clients.
- Architected the Yealink Automation Pipeline, utilizing Python to automate hardware vetting, cutting deployment timelines by 90%.
- Performed deep-dive protocol troubleshooting (SIP, BGP) via Wireshark to resolve packet-level bottlenecks in high-stakes environments.