Victor Rios | AI Engineer

portfolio.sh

$ whoami
Victor Rios
$ cat role.txt
AI Engineer
$ ls ./skills
agents/  LLM/  computer-vision/  digital-arts/
$ cat vision.txt
Building intelligent systems at the intersection
of machine learning and creative technology
$ 

scroll to explore

$ cat about.txt

AI Engineer focused on building practical intelligent systems. I work across the stack — from fine-tuning large language models and training computer vision pipelines to deploying production-ready applications.

My background spans reinforcement learning, pose estimation, biometric systems, and generative AI. When I'm not engineering, I create digital art that explores the boundary between human creativity and machine perception.

Python PyTorch LLMs Agents GRPO / RL Computer Vision YOLO Pose Estimation UI design Digital Arts 3D / Maya

25+ Projects

3 Domains

AI Focus

$ ls ./projects

MoE Finetuning

Mixture of Experts model fine-tuning using GRPO reinforcement learning for optimized language model performance.

Python RL GRPO

github ↗

LLMcomparator

Django-based platform for comparing LLM outputs side-by-side using OpenRouter API integration.

Django OpenRouter LLM

github ↗

YOLOv7 Weapon Detection

Real-time weapon detection system built on YOLOv7 architecture with custom-trained PyTorch models.

YOLOv7 PyTorch CV

github ↗

AI Swing Analysis

Computer vision pipeline for sports swing analysis using pose estimation and motion tracking.

CV Pose Estimation

github ↗

Biometrics Face ID

Facial identification system using biometric analysis for secure authentication and recognition.

Python Biometrics

github ↗

LivePose Portal

Real-time pose detection turned into interactive art — bridging computer vision and creative expression.

Pose Detection Art

github ↗

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coming soon

$ cat about.txt

$ ls ./projects

MoE Finetuning

LLMcomparator

YOLOv7 Weapon Detection

AI Swing Analysis

Biometrics Face ID

LivePose Portal

$ ls ./gallery

$ cat contact.txt