Certificates | David Gonzalez

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. Including creating an AI-powered financial report writer with a GUI, ensuring hands-on experience in AI-driven automation.

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, statistical strategies, and Python-based financial model development for data-driven decision-making in markets.

Fundamentals of Agents

Hugging Face

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

Green Digital Skills

INCO Academy & LinkedIn

Covers sustainable digital practices, focusing on green tech, eco-friendly software development, digital carbon footprint reduction, and aligning IT solutions with climate action goals.

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 in a production-like setting.

Business Experiences

ESADE Business School

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

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, window functions, and data cleaning for real-world datasets via pgAdmin and Jupyter.

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, motor control, and basic automation in a collaborative, English-immersion environment.

Algorithms & Flowcharts

Platzi

Learned algorithmic logic and problem decomposition; designed flowcharts using standard symbols, implemented solutions in pseudocode, and applied control structures (loops, conditionals) for efficient program design.

ISO 9001:2015 Internal Auditor

Smart Quality Solutions

Trained in ISO 9001:2015 standards; conducted internal audits using risk-based thinking, audit planning, nonconformity reporting, and corrective actions aligned with PDCA and quality management principles.

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, pandas, and matplotlib; deployed ML models for real-world data-driven decision-making.

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 (P&L, cash flow), go-to-market strategies, and pitch deck creation with tools like Excel and Canva.

Student Leader

University Tecnológico De Monterrey

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

Data Analysis with Pandas and Python