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Resume

Tony Cantave Resume

Connecticut · sales@localflyerads.com · LinkedIn · GitHub

Summary

Software developer, AI model evaluator and founder of Local Flyer Ads with more than 15 years of delivery and logistics operations experience. Background in dispatch automation, ERP and SAP integration and equipment diagnostics. Builds practical software for Connecticut small businesses and evaluates AI output against structured rubrics.

Skills

Languages
Python, JavaScript, Bash, SQL, PowerShell, HTML/CSS
AI and ML
LLM prompt engineering, model evaluation, RLHF data annotation, rubric based assessment, agent design, retrieval workflows
Tools
Git, REST APIs, JSON, ERP/SAP, VirtualBox
Cloud and Systems
Azure and AWS fundamentals, Entra ID, Active Directory, Windows, macOS, Linux
Operations
Lean manufacturing, production planning, fleet and dispatch optimization, quality and compliance

Experience

Founder and Software Developer

Local Flyer Ads, Connecticut · 2026 to Present

  • Founded a Connecticut digital screen advertising network on 10 inch Android displays in busy local businesses.
  • Building the screen management software that schedules, monitors and verifies ad playback.
  • Runs the daily CT Business Spotlight series on Facebook, Instagram and TikTok.

AI Software Developer and Model Evaluation Engineer

Handshake AI (Project Hydra) · 2026 to Present

  • Evaluates AI model outputs against structured rubrics for instruction following, code correctness and response quality across high volume pipelines.
  • Writes and debugs Python and JavaScript samples used to train and benchmark large language models.
  • Designs prompt driven workflows and agent behaviors to improve model accuracy and reliability.
  • Documents technical findings and quality standards with project leads.

Master Contractor and Route Operations Lead

Capstone Logistics / Priority Express, New Haven, CT · 2022 to 2025

  • Managed regional delivery route operations, coordinating dispatch and maintaining on time performance for time sensitive deliveries.
  • Built automation scripts for dispatch communications, GPS fleet monitoring and troubleshooting.
  • Oversaw subcontractor onboarding, compliance and route assignments across multiple territories.

Production Manager and Manufacturing Systems Support

Linesets Inc. / Mueller, Ansonia, CT · 2016 to 2022

  • Directed daily production across multiple HVAC manufacturing lines.
  • Implemented and integrated ERP and SAP systems to improve material tracking accuracy and automate reporting.
  • Reduced unplanned downtime with early detection protocols and preventive maintenance coordination.
  • Trained and mentored production staff on equipment, quality, safety and troubleshooting.

Plastic Injection Cell Operator and Equipment Technician

NPI Medical, Ansonia, CT · 2014 to 2016

  • Operated molding equipment for precision medical components in an FDA regulated cleanroom.
  • Diagnosed mechanical and electrical issues to improve uptime.

Logistics and Fleet Operations Manager

MDCS, Derby, CT · 2010 to 2014

  • Supervised fleet scheduling, logistics workflows and inventory tracking systems.

Shipping and Receiving Assistant Manager

ASML, Wilton, CT · 2005 to 2010

  • Managed shipping workflows and inventory control in a semiconductor cleanroom manufacturing environment, supporting ERP and SAP reporting.

Education

Associate Degree, Charter Oak State College. Currently pursuing a bachelor's degree in computer science.

Certifications

  • CompTIA A+
  • CompTIA Network+
  • CompTIA Security+
  • CompTIA Cloud+
  • CompTIA CySA+
  • Lean Six Sigma Green Belt
  • OSHA 30 Hour General Industry

For more detail, see the certifications explained, the projects by Tony Cantave, and the full biography. To discuss work, contact Tony.