Rodrigo Gonzalez

About Rodrigo Gonzalez

Accomplished Senior Machine Learning Engineer with expertise in applying critical thinking, problem-solving, and analytical skills to architect, optimize, and automate state-of-the-art data science/ML solutions at scale. Recognized for collaborating across teams to integrate new data science capabilities into existing software and quickly deploying experimental time series and neural network models into a production environment. Technical acumen for designing, developing, and implementing advanced model algorithms; defining automated ML pipeline workflows; delivering consumer-facing products/features from definition to delivery.

Experience

1. Ml and Ai Platform Architect

   AdventHealth

   Mar 2024 — Present · Orlando, FL, US

   Designed and deployed multiple RAG Chatbot applications using Agentic Workflows for generating Text to SQL statements and answering questions, optimizing usability and performance, and reducing load times while ensuring secure access through resolved credential issues.Created a scalable, production-ready ML platform for robust AI solution deployment across 10 data science teams, working with technical users to develop AI adoption strategy and feature roadmap, and developed training materials, while incorporating feedback from various stakeholders.Integrated HuggingFace model weights, expanding model deployment capabilities and streamlining platform usage for the Data Science team.Supported and upgraded LLM pipelines to handle advanced AI models, oversaw finetuning LLMs using Azure ML, Open AI and Snowflake, aligning with evolving project needs and improving overall system performance.AI Governance Framework using Snowflake to centralize governance efforts, align with AI Governance committee objectives, manage ML project oversight, and ensure that all models and AI systems comply with stringent insurance, healthcare, and financial regulations.

Education

• University of Colorado Boulder

  Bachelor of Science - BS, Chemical & Biological Engineering

  2007 — 2012

• University of Colorado Boulder

  Bachelor of Arts - BA, Economics

  2007 — 2012

• Harvard University

  Master of Arts - MA

  2012 — 2015

Skills

• Start-Ups
• Time Series Analysis
• Mongodb
• Strategic Planning
• Machine Learning
• Scikit-Learn
• Theano
• Business Strategy
• Microsoft Excel
• Recommender Systems
• C++
• Business Analysis
• Financial Modeling
• Octave
• Data Analysis
• Experienced Business Analyst
• Nosql
• Python
• Deep Learning
• R
• Management
• Strategy
• Sql
• Amazon Web Services (Aws)
• Scipy
• Valuation
• Lua
• Corporate Finance
• Entrepreneurship
• Finance
• Tensor Flow
• Microsoft Office
• Hadoop
• Financial Analysis
• Rdbms
• Data Mining
• Computer Vision
• Natural Language Processing
• Statistics
• Data Modeling