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IP-04/README.md

Hi! I'm Isaias!

Machine Learning Engineer | Software Engineer | Quant Developer

πŸ› οΈ I’m currently working on:

At Kroenke Sports & Entertainment (KSE), I work on implementing AI across different areas of the company, with a strong focus on security and infrastructure. My projects range from speeding up inference pipelines to building copilots that automate compliance and monitoring, all aimed at making enterprise systems smarter and safer.

In the past, I’ve also:

  • Helped launch Upwordly at Polylabs, an AI-powered LinkedIn generator that automates content creation at scale.
  • Contributed to research at CU Boulder, where I studied transformers, saliency methods, and attention visualization to make models more interpretable.

And on the side, I’ve been developing PulsePlan, an AI-powered academic scheduler that syncs with Canvas and calendars to generate personalized plans.


🀝 I’m looking to collaborate on:

AI-first products at the intersection of NLP, education, and workflow automation, and creative fintech projects where explainability matters.


🌱 I’m currently learning:

How to scale AI systems with cloud + MLOps, and diving deeper into quantitative finance and advanced deep learning.


πŸ’¬ Ask me about:

  • Building AI projects from the ground up
  • Deploying models in production (cloud + edge)
  • Turning research ideas into usable products

⚑ Fun fact:

I’m bilingual (English/Spanish) πŸŒŠπŸ’»πŸ”₯ and love building things that bridge tech, learning, and entrepreneurship.

🌐 Socials:

LinkedIn email

πŸ’» Tech Stack:

C C# C++ JavaScript Python LaTeX Firebase Google Cloud Anaconda Angular.js Flask NodeJS OpenCV React Native Arango DB Firebase MySQL Postgres Adobe Lightroom Adobe Photoshop Sketch Up Figma NumPy Pandas scikit-learn PyTorch Matplotlib Scipy TensorFlow GitHub Git Docker AMD

πŸ“Š GitHub Stats:



πŸ† GitHub Trophies

πŸ” Top Contributed Repo

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  1. flyonthewallai/PulsePlan flyonthewallai/PulsePlan Public

    AI-powered academic planner orchestrating LangChain workflows for task analysis, calendar integration, and natural language planning, with multi-objective optimization for adaptive, schedules.

    Python 1

  2. FlowExec- FlowExec- Public

    Python

  3. connergroth/EcoVision connergroth/EcoVision Public

    AI-powered recycling assistant built with YOLOv8 and optimized for AMD NPU acceleration. Provides real-time object detection and disposal guidance through a gamified interface.

    Python 1 2

  4. EcoVision EcoVision Public

    Forked from connergroth/EcoVision

    EcoVision is an AI-powered recycling assistant using YOLOv8 on AMD NPU for instant detection and disposal guidance.

    Python

  5. Fitness-Tracker-Machine-Learning-Project Fitness-Tracker-Machine-Learning-Project Public

    Python