Lance Jilliard Galicia
Lance Jilliard Galicia

AI Systems Engineer

Actively looking · Member since 28 Jun 2026
Message
Location
Philippines
Desired salary
from 30 USD/hourly
Work preference
Full Time
Experience level
Not set

About

Professional summary

I build production AI systems that ship and stay reliable, not demos. My work focuses on LLM agents, RAG systems, chatbot infrastructure, and reliability engineering for AI products that need to work in real-world conditions.

I am the solo engineer behind Project Maxima, a 24/7 production AI assistant with multi-model Claude routing, hybrid RAG over Qdrant, temporal knowledge memory, Langfuse observability, and live reliability evaluation. I design end-to-end systems that can handle messy inputs and continue working after launch.

I also built AETHER Genesis, an AI companion product with paying customers, and Axiom AI, a unified multi-provider LLM gateway. These projects reflect my ability to take AI ideas from architecture through implementation, deployment, and iteration.

My technical background includes Python, FastAPI, REST APIs, Telegram bot infrastructure, prompt engineering, multi-agent workflows, vector databases, knowledge graphs, and observability tooling. I also work with evaluation pipelines, cost and latency monitoring, and failure recovery to make AI systems dependable.

In my professional experience, I have supported healthcare operations, maintained high quality assurance standards, trained new agents, and led knowledge transfer work. I also worked as an IT network technician, where I strengthened my troubleshooting, infrastructure, and debugging skills.

I am open to full-time remote AI engineering roles where I can contribute to LLM agents, RAG systems, and production AI reliability. I bring a builder mindset, strong execution, and a focus on systems that perform consistently in production.

Skills

6 capabilities

Experience

Career history

Healthcare BPO Operations Specialist Sagility Philippines

Support US healthcare operations across DHMO, DPPO, and Facets PPO workflows. Maintained a 98% quality assurance score, trained 15+ new agents, created onboarding materials, and led knowledge transfer sessions. Served as sole Knowledge Transfer Lead deployed internationally to Hyderabad, India.

IT Network Technician RangerTech

Configured, deployed, and maintained network infrastructure for enterprise clients. Troubleshot system failures under pressure and strengthened debugging and root-cause analysis skills.

IT Intern (OJT) Internship

Completed practicum hours in IT operations and network support.

Solo Engineer Project Maxima

Architected a 24/7 production AI assistant with multi-model Claude routing, hybrid RAG memory, temporal knowledge memory, Langfuse observability, and live reliability evaluation.

Solo Engineer Axiom AI

Built a unified LLM gateway across Claude, OpenAI, Gemini, and Groq with streaming, authentication, usage tracking, and provider abstraction.

Solo Developer AETHER Genesis

Designed and launched an AI companion platform with personalized memory, dynamic personality states, streamed Telegram responses, and subscription-tier logic. Acquired 4 paying customers.

Education

Learning history

STI College

Bachelor of Science in Information Technology

Completed a bachelor's degree in information technology.

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