Jose Alvarez

About Me

I’m a Mathematics & Computer Science graduate (2020–2025) from Universidad del Rosario with a Minor in AI (2024–2025).

Technical Expertise:
  • Machine Learning & Data Analysis: Python, pandas, scikit-learn, TensorFlow, PyTorch
  • Web & Front-End: Bootstrap, responsive UI, data visualization
  • Deployment & Workflow: Git, basic MLOps pipelines, automated testing
Values: Teamwork, Autonomy, Communication, Continuous Learning

Recently, I built a LangChain chatbot to streamline customer support, cutting response times by over 40%.

Core Skills


Machine Learning

Deep Learning

NLP

Computer Vision

Applied Math

Stat Modeling

Python

TensorFlow

PyTorch

AWS / Docker

Data Analytics

Web Dev

MLOps

Experience

Bymind Logo
Web Developer, Bymind

Started, managed & led 100% custom landing pages & Shopify e-commerce projects (including VitaSkin) using Bootstrap, delivering tailored design & functionality 1-on-1 with clients.

Education

UR Logo
B.Sc. in Mathematics & Computer Science

Universidad del Rosario, 2020–2025

  • Calculus I–III; Linear Algebra; Differential Equations
  • Probability & Statistics; Optimization; Modeling
  • Data Structures & Algorithms; DBMS
  • Cloud Computing & Distributed Systems
  • Statistical Data Analysis; Software Architecture; Web Dev
UR Logo
Minor in Artificial Intelligence

Universidad del Rosario, 2024–2025

  • Computer Vision & Image Processing
  • Natural Language Processing
  • Reinforcement Learning & ML Fundamentals
  • Deep Learning Architectures & Deployment
Certifications
  • LangChain & Chatbot Development – Platzi
  • Digital Marketing – Platzi
  • PostgreSQL – Platzi
  • Machine Learning in Production – DeepLearning.AI

Portfolio

IAgora

IAgora

IAgora is an AI-driven marketing assistant for SMEs. We built it using LangChain to orchestrate prompt flows, integrated with the OpenAI API for NLP understanding, and deployed a RAG (Retrieval-Augmented Generation) layer to serve dynamic, context-rich responses.

LangChain LangChain
OpenAI OpenAI
Streamlit Streamlit
RAG RAG
Vision Analytics

Vision Analytics

A full computer vision pipeline that ingests images, applies OpenCV filters for feature extraction, then leverages TensorFlow models for object detection. Results are post-processed in pandas and visualized with matplotlib for actionable insights.

OpenCV OpenCV
Python Python
Pandas Pandas
Matplotlib Matplotlib
TensorFlow TensorFlow
Crime in Context

Crime in Context

Comprehensive statistical analysis of crime data (1975–2015) using R. We crafted tidyverse workflows for data cleaning, applied PCA for dimensionality reduction, and used hierarchical clustering to reveal geographic patterns.

Tidyverse Tidyverse
R R
Kaggle Kaggle
Clustering Clustering
VitaSkin Store

VitaSkin Shopify Store

A premium e-commerce built on Shopify: custom Liquid templates, Bootstrap grid for a responsive design, plus dynamic product filters and client-side JavaScript enhancements.

Shopify Shopify
HTML5 HTML5
Liquid Liquid