
AI Engineer
Carlo Garcia
AI engineer with 9 years in software engineering, including 4 years in AI and machine learning.
9 years in software engineering, including 4 years in AI and machine learning
This biography was supplied by the agency owner for publication. It is not an independently verified résumé, and it does not assign a client case study to this person.
Background
Carlo Garcia previously worked as a Python Developer and Machine Learning Engineer, building AI-powered applications and intelligent automation tools. The confirmed toolkit is Python, PyTorch, LangChain, LLM integration, RAG systems, vector databases, and AI agents.
Current work is AI-powered applications, LLM integrations and RAG pipelines, AI agents, vector databases, model performance, and deployment of those features into production with backend engineers.
Current responsibilities
- 01
AI applications
Design and develop AI-powered applications.
- 02
LLM and RAG
Build LLM integrations and RAG pipelines.
- 03
AI agents
Implement AI agents.
- 04
Vector databases
Work with vector databases and model performance.
- 05
Production deployment
Deploy AI features into production with backend engineers.
Expertise
Owner-confirmed expertise. Certifications, awards, and client-project credits are not listed.
Python
Python.
PyTorch
PyTorch.
LangChain
LangChain.
LLMs
LLM integration.
RAG
RAG systems and pipelines.
Vector databases
Vector databases.
AI agents
AI agents.
Working Together
Both scenes are generated illustrations of collaborative software work around this role. They are not photographs of Vortex Digital employees or documented meetings.


How this role supports startups
Startup products that need an AI feature get the application, the retrieval pipeline, and the production handoff from Carlo.
Related disciplines
How this seat connects to the other eight roles. These are working relationships, not accounts of specific meetings.
- Works withJoshua MendozaCo-Founder & CTODecides where an AI feature sits in the system and what it is allowed to touch.
- Works withDmytro MelnykSenior Full-Stack DeveloperBuilds the application surface and API the feature has to live inside.
- Works withSofia Vasylivna MelnykQA & DevOps EngineerNeeds a way to test model-backed behavior before release.
