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Repository Overview

⚠️ Important: Any views, material or statements expressed are mines and not those of my employer

Hi there! Thanks for visiting my repository. Here you'll find my most recent personal projects, which were also published on my portfolio website.

👨🏼‍💻 About me

As a Data Scientist and Engineer, I specialize in transforming complex data into tangible business outcomes, particularly for the retail and consumer packaged goods sectors.

My expertise lies in deploying advanced analytics algorithms, deep learning solutions, and machine learning approaches.

🚀 Interests

The passion for exploring the convergence of graphics technology platforms and analytics solutions, particularly in areas such as gaming and the metaverse, has been a driving force in my career, as in the coming years this unique intersection will offer numerous innovative solutions that can contribute effectively to a tangible impact.

My journey in this field was initiated some years ago with a self-taught venture into Unity programming, which not only laid the foundation for my technical background but also sparked this deep interest.

If you want to contact me, you can find more information in the next section.

Tech Stack

This repository is primarily built to showcase the technologies I use to develop my projects, including current and in-progress work.

python kedro spark nvidia_cuda nvidia_omniverse databricks GCP Unity FastAPI Gemini OpenAI

GitHub Activity Stats

robguilarr github activity graph

Roberto Aguilar's Projects

anova_dota icon anova_dota

Interpreting changelogs with ANOVA tests on DOTA 2

brawlstars-retention-pipeline icon brawlstars-retention-pipeline

End-to-end pipeline to extract logs from Brawlstars API, using a KMeans model for player classification and cohorts creation, to produce parametrized bounded retention metrics loading them to a Google Cloud Bucket.

control_mechanics_fallout icon control_mechanics_fallout

Inferential analysis with two sample t-tests and Mann Whitney U, to test a change implemented from a game patch

genai_pokemon_strategy_assistant icon genai_pokemon_strategy_assistant

This projects is an end-to-end architecture designed to enhance Pokémon Go UX. Here demonstrates a sequential process involving multiple Large Language Model (LLM) gpt-4 agents, leveraging a Retrieval-Augmented Generation (RAG) system to deliver personalized responses.

parse_fallout_data icon parse_fallout_data

Repository with a demonstration about how to parse messy txt files from a telemetry system of Fall Out New Vegas

tweet_streamer icon tweet_streamer

Created dependency based on tweepy API to retrieve tweets during live sessions.

unity_projects icon unity_projects

This is my first project on Unity as 2D game developer, I guess. It's simple game based on the classic asteroids game but without explotions, yes I didn't found sprites.

videogames-eda icon videogames-eda

Exploratory Data Analysis of the Video Games Industry, focused on Consoles titles Sales

vizformatter icon vizformatter

Visualization layout template for Plotly-Python to standardize graphs format

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