I am a Project Manager/Senior Computer Vision Engineer with 7+ years working as a professional in the Deep learning area:

• AI Agent with Large-Language Model (local or Chatgpt/Claude).
• Object Tracking.
• edge AI.
• object detection.
• Classification.
• Segmentation.
• Anomaly detection/defect inspection.
• Inference Optimization.
• Unknown picking and detection.

History Project

2025

• 6D Pose Estimation and Tracking at 50-100fps/object on PC; 20-30 FPS on Jetson AGX Orin.
• Large Language Model for AI Agent, mostly using VLM.
• Real-time object tracking and PTZ auto-centering.

2024

• Unknown picking and detection.
• Foundational Object Detection / Faster Segment Anything (2 FPS vs 0 FPS original; 20 FPS with progressive predictions).
• Optical Character Recognition with 20 FPS on PC / 5-10 FPS on client-server scenario.

2023

• Optical Character Recognition.
• Anomaly Detection at up to 100 FPS on PC.

2018 - 2022

• Anomaly Detection.
• Object detection / instance segmentation.
• Semantic segmentation.
• Unknown object detection.

STUDY (Bachelor + Master) 2015 - 2018

• SVM.
• Neural Network (end-to-end without any framework).
• Linear regression.
• Object Detection.
• Self-driving car.