CARLOS MUNOZ KAMPFF
Transforming Complex Data Into Actionable Business Insight
As a Technology Leader with over 14 years of experience, I have to confess: I love data.
My passion is helping organizations like yours see the forest for the trees and accomplish meaningful growth milestones. Intricate data challenges turn into actionable reporting systems, scalable software solutions and most importantly real world results.
business INTELLIGENCE
Machine Learning, Data Science & Software Dev
TECH TEAM LEAD
Excellence, Knowledge & Leadership
Building Technology that Makes a Difference
I combine expertise in AI, data science, and full-stack development to create transformative solutions that unlock business breakthroughs. From developing custom ML models to architecting enterprise-scale dashboards and systems, I specialize in building practical, scalable solutions that drive measurable results. My commitment to technical excellence extends beyond the workplace—I recently completed Berkeley University’s AI and Machine Learning certification, continuously expanding my expertise in this rapidly evolving field. In an era where AI is reshaping industries from space exploration to fintech, I remain dedicated to pushing the boundaries of what’s possible through innovative applications of machine learning and data science.
Empowering Your Organization With Data-Driven Solutions
Proven Results:
From real business solutions to professor reviewed etudes, here you’ll find some of my portfolio pieces, blog posts and professional accomplishments.
Customer Sales Application
Tech Team Lead of MVP software development phase for the Sales Order Processing and Order Review Dashboard for MITCO Tires.
React / MUI / Python
Sales Campaign Analysis
This etude leveraged Amazon mobile coupon performance data, analized it using Python Visualizations and Statistical Reporting
Used Car Value Predictor
This practical Machine Learning assignment focuses on determining the value of a given vehicle given. The model can be queried from a custom developed Python application.
E.V. Station Deployment Model
In partnership with the county of Santa Barbara this capstone project focuses on creating a map to help plan new optimal electric vehicle charging stations. S.B. County utilization data expanded by demographic metrics were leveraged to perform statistical analysis and modeled forecasts.
Areas of Expertise
AI & ML
Python & Scikit-Learn
LLM Integration / Agents
RAG Systems
ChatGPT / Claude API
Llama / DeepSeek Deployment
Pandas / NumPy
Data Visualization
Team Lead / Business
Technical Communication
Project Discovery
Financial Reports
Hiring / Onboarding Process
Agile / Scrum
BizML / CRISP-ML
Client Communication
Full-Stack Development
React/TypeScript
Python/Django/PHP/Node.js
CMS/CRM/LMS Integrations
Marketing Automation
SQL & Database Design
Docker/System Architecture
Hosting Hardware Decisions
What People are Saying
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Carlos is an excellent developer and engineer.
Carlos is a great person to code with. He understands object oriented design and can be ruthless in debugging a gnarly piece of code. He’s a pleasure to work with and a fun guy to be around.
Let’s Build Something Amazing Together
Let’s connect and discuss how I can help drive your business forward.