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Andrés Cruz Chipol

Andrés Cruz Chipol

AI Engineer

Cinvestav | Mexico

Technologies

My Portfolio Highlights

My New Track

Quantitative Analyst

My New Course

Introduction to R for Finance

My New Track

Quantitative Analyst

Data adventurer, fearlessly exploring the depths of complex datasets.

My Work

Take a look at my latest work.

course

Manipulating Time Series Data with xts and zoo in R

course

Introduction to R for Finance

course

Intermediate R for Finance

course

Manipulating Time Series Data with xts and zoo in R

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Intermediate Python for Developers
Introduction to Data Science in Python
Introduction to Text Analysis in R

My Work Experience

Where I've interned and worked during my career.

Layer7.mx | Aug 2024 - Sep 2025

Artificial Intelligence Analyst

Designed and deployed machine learning models (classical ML, intelligent agents, and LLMs), with exploration in speech technologies (TTS, STT). Built and maintained MLOps pipelines for training, tracking, and deployment using Weights & Biases (W&B), MLflow, FastAPI, Docker, and cloud infrastructure. Developed LLM-powered applications and intelligent agents by integrating LangChain and LangGraph. Managed Linux servers of AI systems in stagging. Built backend services to integrate AI models into real-world applications, connecting research with industry needs.
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Hospital Angeles Puebla | Nov 2022 - Apr 2023

Científico de datos

Developed demos using classical Machine Learning and Deep Learning models for early detection and patient referral in oncology. Optimized backend inference systems, reducing processing times from minutes to seconds, enabling faster and more efficient diagnostic support. Worked with Python, TensorFlow, Keras, Scikit-learn, Pandas, NumPy and integrated solutions with JavaScript, Node.js, and backend services. Contributed to research and development (R&D) in applying artificial intelligence to healthcare, bridging data science and clinical needs.

Benemérita Universidad Autónoma de Puebla | Aug 2021 - Oct 2021

Estancia de Investigación - Machine Learning

Built web scraping solutions in PHP to collect datasets from multiple web sources. Performed data cleaning, manipulation, and labeling using R and RStudio. Applied machine learning algorithms with Python, Pandas, and Scikit-learn to classify and analyze structured data. Worked on ETL pipelines, integrating data extraction, preprocessing, and ML- based classification for research and development projects.

CIMAT | Jun 2021 - Aug 2021

Estancia de Verano - Científico de Datos

Conducted data collection and preprocessing using the Twitter API to extract, manipulate, and clean cryptocurrency-related data. Performed sentiment analysis with R, RStudio, and Tidyverse, applying data science techniques for social media analytics. Received research training in data science and machine learning, focusing on exploratory data analysis and information retrieval. Worked with ETL processes and applied statistical and computational methods to support research-driven insights.

My Education

Take a look at my formal education

Master of Science in Computer ScienceCentro de Investigación y de Estudios Avanzados del IPN | 2027
Bachelor’s Degree in Computer ScienceBenemérita Universidad Autónoma de Puebla | 2023

About Me

Andrés Cruz Chipol

interested in machine learning, artificial intelligence, and data science, and you often explore topics like algorithms, programming (in C++ and Java), computer architecture, operating systems, and applied mathematics,

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