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Tlaloc-Es/README.md

πŸ‘‹ Hi, I'm Tlaloc-Es

I build tools for AI systems, infrastructure and security.

Focused on making AI faster, cheaper and safer.

πŸš€ Featured Projects

🧹 killpy

Clean Python environments in seconds (CLI + TUI)

  • Save GBs of disk space instantly
  • Remove unused virtualenvs & cache
  • Safe and fast cleanup

🏷️ labelme-to-yolo

Convert LabelMe annotations into YOLO format in seconds

  • Supports object detection & segmentation
  • Automatic class extraction
  • Generates training-ready dataset structure
  • Designed for fast CV pipelines

Semantic image search using embeddings (CLIP-based)

  • Find similar images instantly
  • Works with your own dataset
  • FastAPI + vector search

Run pose estimation from a simple API

  • Real-time inference
  • Image β†’ keypoints
  • Ready for integration

🐜 Ant Colony Simulator (WIP)

Simulation of realistic ant colony behavior and movement

  • Emergent behavior from simple rules
  • Real-time visualization
  • Focus on scalable simulation systems

🧰 Tech Stack

Python Β· PyTorch Β· OpenCV Β· FastAPI Β· Docker Β· K8S Β· Azure Β· AWS Β· OCI

🎯 Current Focus

  • LLM systems & tooling
  • AI deployment and observability
  • Security in AI (prompt injection, abuse, etc.)

πŸ“Œ What I build

I focus on practical tools you can run, integrate and use in real systems.

πŸŽ“ Teaching

I have taught backend and data engineering topics (Scrapy, GraphQL, FastAPI, pandas).

πŸ“« Connect

Open to collaboration on AI tooling, infrastructure and security projects.

Pinned Loading

  1. aipose aipose Public

    The aipose library provides a simple API for performing human pose estimation in computer vision projects using pre-trained deep learning models built on PyTorch and TensorFlow.

    Jupyter Notebook 9

  2. xdotool xdotool Public

    Library to use xdotool with python

    Python 2 1

  3. jpg2xlsx jpg2xlsx Public

    Python library for converting JPG images into Excel files by mapping each pixel to a cell background color.

    Python 1

  4. JSAntHill JSAntHill Public

    A virtual AntHill in JS

    JavaScript

  5. labelme-to-yolo labelme-to-yolo Public

    Python library to convert LabelMe JSON annotations into YOLO (YOLOv5/YOLOv7) format, including automatic dataset splitting and structure generation for computer vision workflows.

    Python

  6. killpy killpy Public

    🐍 CLI tool to find and delete unused Python virtual environments (.venv, poetry, conda, pipenv, uv). Reclaim disk space effortlessly β€” supports bulk delete, size reporting, and pycache cleanup.

    Python 105 3