Aldo Eliacim Alvarez Lemus

Aldo Eliacim Alvarez Lemus

AI Engineer · Mexico City

AI Engineer and Product Developer with an MSc from UNAM, pairing product strategy with hands-on engineering to ship production-grade AI systems. Build multi-agent workflows with MCP, OpenAI, and vLLM, and own data curation plus fine-tuning pipelines that align LLMs with business outcomes. Deep experience across MLOps, scalable app delivery, and AWS deployments blending AI engineering with measurable product impact.

Skills

Languages
PythonRJavaBashCC#JavaScriptRustPowerShell
Frameworks & Libraries
TensorFlowPyTorchKerasScikit-learnMCPHugging FaceLangChainOpenCVspaCyFlaskFastAPI
Tools & Infrastructure
GitDockerKubernetesTerraformAnsibleCI/CDAWSAzureCUDAProxmox VEGNU/Linux
Data & AI
RAG PipelinesETLNLPLLMsComputer VisionMLOpsGANsReinforcement LearningAirflowElasticsearch
Languages
Spanish (native)English (C2)

Experience

Sep 2025 – Present
AI Product Developer
DDS Marketing
  • Build production AI agents with MCP, OpenAI, vLLM
  • Own data curation and fine-tuning workflows
  • Cross-functional AI feature delivery
Jun 2025 – Sep 2025
Python Developer
STO Consulting
  • ETL & streaming data pipelines (batch + real-time)
  • Optimized data processing (vectorization, async I/O, multiprocessing)
  • Internal Python packages and CI/CD workflows
May 2024 – Aug 2024
QA Tester
ITW
  • Software testing, Agile/Scrum, bug identification
  • Scrum Fundamentals certification
Oct 2022 – Aug 2024
Teaching Assistant
UNAM
  • Lab sessions on Linux/shell scripting for 40 students
  • Mentored PyTorch and Git-based MLOps projects

Projects

Comic Book Character Recognition (CoCo)
PyTorch · HuggingFace · OpenCV · spaCy · RLHF · AWS
Multi-Agent Reinforcement Learning
PettingZoo · Stable-Baselines3 · Ray RLlib
High-Frequency Trading System Exploration
Rust · Python · ZeroMQ · Kafka · Tokio

Education

MSc Computer Science & Engineering (AI)
2023 – 2025
EGC: 5 independent projects evaluated by specialist committee
BEng Computer Engineering
Faculty of Engineering, UNAM
2017 – 2022

Certifications