Advanced Analytics and Automation Leader

From your data to solutions: predictions, optimizations and end-to-end automations with the latest in AI.

Photo of Helí Gonzales Pérez
Banking Retail Data at Scale

I generate measurable business impact: increased conversion, reduced operational costs and faster decisions thanks to Machine Learning and Artificial Intelligence solutions. Over 5 years transforming complex data into tangible results.

I design and deploy end-to-end systems that go from capturing information to intelligent automation with agents or a simple process, ensuring that analytics reach production and generate sustained value.

Technologies like Python, Databricks, MLflow and Docker, along with modern AI frameworks, to build autonomous agents that combine ML, RAG, LLMs and multi-agent coordination protocols (MCP). The result: 24/7 operations, more agile processes and enterprise scalability.

Projects

Interactive AI agent that allows people to learn about my professional and personal background through natural conversation.

Value Path

From idea to impact: evaluation, models, experiments, and measurement — focused on results.

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Evaluation
Define objectives, metrics and feasibility (ROI, data, and constraints).
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Choosing the approach
I choose the best route: Analytics / Generative AI / ML / Automation / Causality / Forecasting.
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Experimentation
A/B tests, controlled experiments or quasi - experimental methods to prove the hypotheses.
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Build & Infrastructure
Architecture, pipelines, deployment and automation when needed.
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Measurement & Scale
KPIs, monitoring and a roadmap to scale what actually works.

Outcome: I prioritize what delivers value, deploy secure and scalable solutions, and adapt the approach based on context and evidence.

Tech Stack

Modern stack to go from prototype to production

Shall we explore work opportunities or a pilot?

I'm available for ML, LLMs, agents and enterprise automation projects.