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Santiago Guadarrama

📍 New York, NY 10001

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About Me

I'm an adaptable Data Analyst fluent in English, Spanish, and Italian, with a robust background in economics. Based in New York City, I specialize in Python-driven data analysis, leveraging extensive libraries to extract and visualize actionable insights from complex datasets. My analytical toolkit, powered by Python, enables me to thrive in dynamic, collaborative environments, driving data-centric strategies and decisions.

Python and Data Analysis Skills

  • Python Libraries:
    • Pandas & Numpy: Utilize for data manipulation and numerical analysis to clean and prepare large datasets.
    • Matplotlib & Statsmodels: Employ for data visualization and statistical modeling to uncover trends and patterns.
  • Machine Learning with Python:
    • Scikit-learn: Implement machine learning algorithms for predictive modeling.
    • TensorFlow & PyTorch: Use for building and training advanced neural network models.
  • Data Management:
    • SQL: Manage databases efficiently.
    • Excel: Utilize for additional data processing and visualization.

Certifications

  • Data Analyst Certification | DataCamp (2024)
  • Python, Time Series & Data Cleaning Certifications | Kaggle (2024)
  • Swift Student Challenge Award | Apple Worldwide Developers Conference (2023)

Professional Experience

  • Deployment Technician | Promotex | Dec 2023 - Present
    • Automated data processes with Python scripts, enhancing database usability and reducing errors.
    • Configured and deployed POS systems, optimizing operational efficiency.
  • DevOps Intern | Tony | Sep 2023 - Dec 2023
    • Leveraged Docker and Kubernetes to enhance system reliability.
    • Integrated GitHub Actions to automate and streamline development workflows.

Education

Bachelor of Science in Economics | UNAM (2018 - 2023)

  • Applied advanced statistical techniques and Python programming to model and analyze economic data.

Portfolio Projects

Santiago Guadarrama's Projects

actix-web icon actix-web

Actix Web is a powerful, pragmatic, and extremely fast web framework for Rust.

axum icon axum

Ergonomic and modular web framework built with Tokio, Tower, and Hyper

boringtun icon boringtun

Userspace WireGuard® Implementation in Rust

bun icon bun

Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one

express icon express

Fast, unopinionated, minimalist web framework for node.

fiber icon fiber

⚡️ Express inspired web framework written in Go

go icon go

The Go programming language

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

polars icon polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

quiche icon quiche

🥧 Savoury implementation of the QUIC transport protocol and HTTP/3

qwik icon qwik

Instant-loading web apps, without effort

rust icon rust

Empowering everyone to build reliable and efficient software.

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

swift icon swift

The Swift Programming Language

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tokio icon tokio

A runtime for writing reliable asynchronous applications with Rust. Provides I/O, networking, scheduling, timers, ...

typescript icon typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

vapor icon vapor

💧 A server-side Swift HTTP web framework.

workers-rs icon workers-rs

Write Cloudflare Workers in 100% Rust via WebAssembly

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