DAVID
GONZALEZ

Data Scientist

My Certificates

Building Autonomous AI Agents with LangGraph

Coursera, Packt

Develop scalable, interactive AI systems using LangGraph. Explore advanced query handling, state management, and AI agent optimization with built-in tools and human-in-the-loop workflows.

Mathematics for Machine Learning: Linear Algebra

Imperial College London

Linear algebra fundamentals, including vectors, matrices, eigenvalues, and their applications in machine learning.

Introduction to Trading, Machine Learning & GCP

Google Cloud, New York Institute of Finance

Covers trading fundamentals, machine learning techniques, and Google Cloud tools, focusing on exchange arbitrage and statistical strategies.

Fundamentals of Agents

Hugging Face

Introduces transformer-based AI agents using Hugging Face's transformers-agent, covering tool integration, multi-step planning, and memory modules.

Green Digital Skills

INCO Academy & LinkedIn

Covers sustainable digital practices, focusing on green tech, eco-friendly software development, and digital carbon footprint reduction.

HackaTUM 2024

Technical University of Munich

Built an end-to-end solution at HackaTUM using Python, TensorFlow, Postman, Docker, and GCP; focused on real-time data processing and model deployment.

Business Experiences

ESADE Business School

Explored core business functions with a focus on strategy, marketing, and finance; applied case-based learning using Excel modeling and SWOT analysis.

McKinsey Forward Program

McKinsey & Company

Developed business problem-solving, structured communication, and agile project management skills; applied McKinsey's EPIC framework.

The Complete SQL Bootcamp

Udemy

Mastered SQL for data analysis and database management using PostgreSQL; covered SELECT queries, JOINs, subqueries, and window functions.

Summer English Immersion with Robotics

University of Waterloo

Combined technical English communication with hands-on robotics; programmed Arduino-based robots using C++, learned sensor integration and motor control.

Algorithms & Flowcharts

Platzi

Learned algorithmic logic and problem decomposition; designed flowcharts using standard symbols and implemented solutions in pseudocode.

ISO 9001:2015 Internal Auditor

Smart Quality Solutions

Trained in ISO 9001:2015 standards; conducted internal audits using risk-based thinking, audit planning, and corrective actions.

AI and ML Bootcamp: Unleashing the Power of Data

MIT

Hands-on bootcamp covering supervised/unsupervised learning, model evaluation, and feature engineering using Python, scikit-learn, and pandas.

Writing a Business Plan

University of Europe for Applied Sciences [Amsterdam]

Learned to develop structured business plans using SWOT, TAM-SAM-SOM analysis, financial projections, and go-to-market strategies.

Student Leader

University Tecnológico De Monterrey

Recognized for leading cross-functional student initiatives; demonstrated strategic planning, team management, and conflict resolution.

Data Analysis with Pandas and Python

Udemy

Mastered data manipulation and analysis using Python and pandas; covered DataFrames, groupby operations, merging, and time series.

Design Thinking

NIT Northern Institute of Technology Management

Applied the Design Thinking framework (Empathize, Define, Ideate, Prototype, Test) to solve user-centered problems; used tools like Miro and Figma.