Jorge User
@agustinurena
AI Engineer building production LLM systems and trading automation for international clients—end to end, from design to deployment.
What I'm looking for
I’m an AI Engineer with 6+ years building software and 3+ years delivering AI and trading systems for international clients. I design and ship production LLM systems end to end, including multi-agent pipelines, RAG, and automation, with a strong quantitative foundation in probability, statistics, and Monte Carlo simulation.
I’m the Founder and AI Engineer behind AlgoCustom, an AI platform that turns natural-language strategies into backtested MetaTrader 5 trading bots. I built a multi-agent LLM pipeline with model routing by task difficulty, and a RAG system over a knowledge base mined from years of client work.
I also deliver AI-first trading solutions as a freelance developer, including production Expert Advisors (MQL4/MQL5) and TradingView indicators (Pine Script). From Telegram-to-MetaTrader 5 automation to a Python-to-MetaTrader bridge with low-latency structured logging, I focus on reliability, evaluation, and security—like identifying and fixing an API-key exfiltration vulnerability in an agent sandbox.
Experience
Work history, roles, and key accomplishments
Founder & AI Engineer
AlgoCustom LLC
Apr 2024 - Present (2 years 3 months)
Designed and shipped an AI-first platform that generates MetaTrader 5 trading bots using a multi-agent LLM pipeline and RAG. Built a containerized backtesting workflow with a FastAPI backend for authentication, usage metering, and per-job sandboxing.
AI & Trading Systems Developer
Fiverr and Upwork
Nov 2022 - Present (3 years 8 months)
Delivered custom trading software and AI tools for international clients, including building Telegram-to-MetaTrader 5 trading bots. Engineered production Expert Advisors and an end-to-end Python-to-MetaTrader bridge for low-latency live debugging.
Code Reviewer, AI Code Evaluation
SuperAnnotate
May 2025 - Jun 2025 (1 month)
Audited and reviewed AI-generated MQL5 code to improve output reliability for model training and evaluation.
Education
Degrees, certifications, and relevant coursework
Ejército de los Andes
Electromechanical Engineer, Electromechanical
2014 - 2020
Grade: 2nd in class (~120)
Activities and societies: Nan
Udemy
Certification, Machine Learning & Deep Learning
Completed a Machine Learning & Deep Learning certification course.
Frogames
Certification, ETL in Python
Completed an ETL in Python certification course.
Red Hat
Certification, Java EE
Completed a Java EE certification.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/AgustinUrenaSalary expectations
Social media
Job categories
Skills
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