DAVID
GONZALEZ

Data Scientist

Work

SandBox

Certificates

About Me

David Gonzalez

Hello! I'm David Gonzalez, an AI expert, and Data Scientist with a passion for solving complex problems through data-driven approaches and machine learning technologies.

I'm deeply creative and competitive, constantly seeking challenges that push my skills to their limits. What energizes me most is the endless cycle of learning and discovery; I thrive when exploring new ideas and satisfying my relentless curiosity.

Mathematics fascinates me. Nothing excites me more than diving into intricate problems and finding clear, actionable solutions.

Skills & Expertise

Data Science

  • Advanced Statistical Analysis
  • Predictive Modeling
  • Data Visualization & Storytelling for Executives
  • MLOps and Model Deployment

AI Engineering

  • Machine Learning (supervised/unsupervised)
  • Deep Learning
  • Automation & AI Frameworks Expertise
  • LLM Engineering (RAG, Fine-tuning, Evaluation)

Software Engineering

  • High Performance Coding (Algorithms, Data structure)
  • API Design & Integration
  • Database Mastery
  • Microservice Architecture & Orchestration (Docker)

Experience

2025 - Present

Product Manager Intern

SER Group.
  • Owning the implementation and management of the Pendo analytics platform across 4 core enterprise products.
  • Ensuring high-quality data collection by defining tracking requirements, troubleshooting implementation, and validating data integrity.
  • Developing and maintaining core dashboards and reports to measure feature adoption, user engagement, and overall product health, providing actionable insights to product teams.
  • Leads technical implementation of Pendo (tagging, API configuration, snippet deployment), working closely with developers to resolve event tracking, CSP, and cross-app issues.
2024

Working Student Marketing Analyst

SER Group.
  • Automated data extraction for report creation, optimized advertising campaigns, and managed marketing dashboards using tools from Google (GA4, Looker Studio, Google Ads)
  • Built and presented campaign performance strategies based on data insights, assisting team members in decision-making using Python (Pandas, Numpy, TheFuzz, Matplotlib, etc) to clean, join, or match the data.
  • Designed new advertising images to enhance marketing efforts and drive engagement using Photoshop and Canva.
  • Utilized Power Query for data extraction, transformation, and loading tasks to support marketing analytics processes.
2023

Internal Auditor

Smart Quality Solutions
  • Conducted internal audits to certify companies in ISO 9001:2015 and IATF standards.
  • Certified internal auditor.
  • Collaborated with teams to ensure compliance and quality standards were met.
  • Implemented process improvements to enhance efficiency and effectiveness.
2022

FIRST® Staff

University Tecnológico de Monterrey
  • Collaborated in organizing the Off Season FIRST® competition alongside the University Tecnológico de Monterrey.
  • Helping with the building and logistics of the tournament.