A career across data centers, production floors, repair bays, and software teams.

•Operate hyperscale critical infrastructure as one feedback loop across cooling, power, controls, and telemetry

•Trend EPMS/BMS data (temperature, voltage, current, pressure, flow) to catch anomalies before they become alarms

•Maintain major chiller yard infrastructure including cooling systems and fluid distribution

•Execute planned, predictive, and corrective maintenance under SOPs, MOPs, and EOPs

•Support critical power distribution: UPS, switchgear, panels, RPPs, PDUs, metering, and load paths

•Conduct PIT and readiness checks for redundancy and transfer behavior verification

•Troubleshoot controls and instrumentation; calibrate sensors across facility systems

•Support RDHx and glycol management for high-density compute environments

•Energize and validate server and power racks under full documentation and sign-off

•Coordinate CMMS work orders and post-maintenance documentation for compliance

•Enforce PPE, LOTO, arc-flash, fall protection, MEWP, and heat-stress safety standards

•Drive repeat-issue reduction through structured root-cause work and follow-through

•Sole architect and operator: product, schema, ingestion, AI surface, agent worker, admin tooling, and live ops all owned by one person

•Architected the AI surface on Lovable AI Gateway with structured outputs and typed schemas; resume tailoring, cover letters, interview prep, skills-gap, and JD formatting all ran through one shared pattern

•Built a Browserbase + Stagehand v3 Apply Agent that ran in an isolated worker with a live browser session streamed back to the candidate; EEO and protected fields were stripped before they ever reached the worker

•Designed retrieval-aware data shape on Postgres with normalized job, employer, and candidate models so the model was always reasoning over structured context; pgvector in the stack, with semantic retrieval as the next direction

•Production reliability controls in the AI pipeline: dedupe with replay logs, quarantine queue, three-layer expiry, source health monitoring, append-only audit log, and a manual fallback for the agent

•Row-level security enforced in Postgres on every exposed table; user_roles + has_role() SECURITY DEFINER pattern prevented the privilege-escalation that breaks most Supabase apps

•Architecture enforced by lint: strict feature-module pattern, single client façade, per-feature query keys, ESLint rules blocked cross-feature imports

•Managed full production lifecycle on Lovable and Vercel with zero-downtime deployment practices across 9 months of live operation

•Write PRDs, user flows, IA maps, and technical specs before any code is written

•Database schema and API contract-first design thinking on every engagement

•Agent and automation workflows with structured outputs, tool calling, evaluation loops, retries, and review gates

•Operational hygiene from day one: environments, CI checks, logging, traces, and failure-mode iteration

•Ship practical tools and iterate on UI/UX until the workflow feels obvious to real users

•Brand identity, design systems, and content strategy alongside technical delivery

•Operated PLC-controlled material handling systems and powered industrial vehicles in a high-velocity fulfillment environment

•Maintained aerial platform and forklift certifications in strict compliance with OSHA and site-specific safety protocols

•Applied root-cause discipline to equipment anomalies, escalating accurately and minimizing downtime rather than masking symptoms

•Executed material movement workflows with zero recordable safety incidents across all operational shifts

•Operated powered industrial vehicles and aerial platforms within an ISO-compliant manufacturing facility

•Managed high-accuracy material flows and inventory transactions through Warehouse Management System (WMS)

•Supported electrical wiring and power distribution tasks on the manufacturing floor alongside assembly operations

•Maintained consistent throughput and quality standards in a structured, high-accountability production environment

•Achieved 0.1mm tolerances and 98% first-pass quality rate across production runs

•Reduced rework by 20% through process standardization and machine calibration discipline

•Improved on-time delivery from 85% to 97% through a full fulfillment workflow rebuild

•Reduced shipping costs by 15% through carrier optimization and packaging changes

•Maintained 99% accuracy on orders and returns with GAAP-compliant financial workflows

•Billing discrepancies reduced below 1% through automated reconciliation workflows

•Grew online leads by 250% and repeat purchases by 35% through digital marketing and UX improvements

•Assembled and audited LPSD generator sets and XQ series Power Modules to full specification

•Achieved 95% first-pass quality rate across complex electro-mechanical assemblies

•Operated 80-ton overhead cranes and aerial lifts with zero safety incidents

•Interpreted wiring diagrams and blueprints using MESA documentation systems

•Trained and led a 5-person team, improving team productivity by 10%

•Supported ISO-compliant operations and safe load testing environments

•Led global field-unit returns program with record turnaround time improvements

•Diagnosed and repaired complex electro-mechanical issues across commercial refrigeration product lines

•Reduced defect and malfunction rates through structured process improvement initiatives

•Ensured ISO-compliant testing and repair workflows across all incoming units

•Built and repaired specialized equipment, jigs, and fixtures for production support

•Performed preventive maintenance on critical manufacturing machinery

•Supported a 30+ employee production team across commercial refrigeration manufacturing

•Helped achieve record-high production and quality metrics for commercial refrigeration units

•Maintained zero safety incidents and continuous ISO compliance throughout tenure

•Provided hands-on training, mentoring, and daily production coordination

•Maintained accurate records enabling Kaizen and continuous process-improvement work

•Assembled LPSD Caterpillar and Perkins engines using a 2,000-lb overhead crane with zero safety incidents across the full tenure

•Conducted priming, painting, and rigorous multi-point quality inspection on completed engine assemblies

•Trained and supervised a 4-person painting team, establishing quality checkpoints, workflow standards, and accountability structures

•Interpreted complex wiring diagrams and engineering blueprints for precision assembly validation and compliance documentation