AI ENGINEER

Javier A. Candiotti

AI Engineering, Automation, LLM Pipelines & Cybersecurity

La Jolla, California

About Me

I am an AI engineer focused on building practical, production-ready automation systems. I specialize in voice agents, LLM pipelines, and multi-agent workflows that solve real business problems.

As founder of Answer Bay AI, I design and deploy production AI-powered voice agents that handle inbound calls, qualify leads, and capture job details for HVAC and other small businesses. See the full case study in Projects.

I hold a Bachelor’s in Computer Science and an MBA, and I am currently advancing my expertise in artificial intelligence and cybersecurity while studying for a Master’s in Artificial Intelligence. I am especially interested in reliable, secure AI systems that companies can actually put into production.

Experience

AI Consultant

Mercor (Contract)

2026 – Present

  • Providing expertise in AI/ML to improve models for a top frontier AI lab.

Founder & AI Engineer

Answer Bay AI

2026 – Present

  • Designed and deployed production voice agents using AI APIs and custom orchestration for HVAC and other small businesses.
  • Built end-to-end call handling: greeting, qualification, appointment scheduling, and follow-up workflows.
  • Integrated multi-agent systems and automation pipelines (including n8n-style workflows) for business operations.
  • Tested and iterated on agents in real-world scenarios, including Spanish-language support and edge-case handling.

Independent E-commerce Operator

Secure Online Platform

2016 – Present

  • Built and maintained a PCI DSS-compliant e-commerce platform with encryption, fraud detection, and payment gateway security.
  • Performed daily log analysis and proactive threat mitigation to protect customer data and transactions.
  • Managed end-to-end technical operations, including infrastructure, security controls, and continuous monitoring.

Featured Project

PRODUCTION SYSTEM

Answer Bay AI

AI Voice Agents for Small Businesses

View Live Site

Role

Founder & Lead Engineer

Status

Live in production

Problem

HVAC and other local service businesses miss calls while on jobs or after hours. Those missed calls often mean lost jobs to competitors.

Solution

Built and deployed production voice agents that answer with the business’s name, qualify the caller (emergency vs. routine), capture address and issue details, and deliver a structured summary (text/email). Supports overflow and after-hours coverage with optional transfer for true emergencies.

Outcome

Live client-facing product with dedicated local numbers, clear pricing model, and active deployment targeting HVAC shops. Demonstrates end-to-end ownership of an AI system from design through production operation.

Other Projects

Multi-Agent Automation Systems

Built and tested multi-agent workflows for business operations, including custom AI bots and automation pipelines for task automation.

LLM agents • Workflow automation • Business process integration

Automated AI News Pipeline

Built and operate an AI-powered bot system that researches, drafts, and prepares AI news videos. Human approval is the only manual step. Demonstrates multi-agent orchestration and production automation.

AI agents • Content automation • Multi-step pipelines

TicTacToe Mobile App

Full mobile application built with Expo / React Native and published to the App Store. Demonstrates end-to-end mobile development and deployment skills.

Expo • React Native • App Store deployment

Secure Platform & Local AI

Ongoing work on secure infrastructure for AI systems and local model experimentation on dedicated hardware (including Mac mini setups for private inference and agent development).

Cybersecurity • Local LLMs • Privacy-focused AI

Skills & Certifications

AI & Automation

  • LLM Pipelines & Prompt Engineering
  • Voice Agents (AI + Telephony)
  • Multi-Agent Systems
  • Workflow Automation (n8n-style)
  • API Integration & Orchestration

Engineering

  • Python & JavaScript
  • React Native / Expo
  • SQL & Data Handling
  • Git & Version Control
  • Local AI / On-device Models

Security & Certifications

  • CompTIA A+
  • Google Data Analytics
  • PCI DSS Compliance
  • Security+ (in progress)
  • AWS Cloud Practitioner (pursuing)
  • Google Cloud Professional Machine Learning Engineer (pursuing)
  • View Google Skills Badges

Education

MBA

Western Governors University

2026

Focused on operations, financial management, data-driven decision making, and ethical leadership.

B.A. Computer Science

Thomas Edison State University

2025

Foundation in software development, systems, and technical problem-solving.

M.S. Artificial Intelligence (In Progress)

University of Colorado Boulder

Ongoing

Deepening expertise in AI systems, machine learning, and applied intelligent agents.

Let’s Connect

Open to AI automation, voice agent, and engineering opportunities. Based in La Jolla, California and open to remote or hybrid roles.

La Jolla, California