Blog

Technical articles about machine learning engineering, computer vision, and deep learning. I share practical insights from building and deploying ML systems in production.

• UniFace: All-in-One Face Analysis Toolkit for Production

  Nov 11, 2025• 9 min read • deep-learningcomputer-visionfacial-recognition

• Face Parsing using BiSeNet for Real-time Semantic Segmentation

  Nov 29, 2024• 2 min read • deep-learningcomputer-visionsemantic-segmentation

• Tiny-Face: Ultra-lightweight Face Detection for Mobile and Edge Devices

  Nov 9, 2024• 2 min read • deep-learningcomputer-visionfacial-recognition

• RetinaFace: Single-stage Dense Face Localisation in the Wild

  Oct 28, 2024• 2 min read • deep-learningcomputer-visionfacial-recognition

• Understanding the Geometric Perspective of Vectors in Machine Learning

  Sep 19, 2024• 2 min read • mathematicsmachine-learninglinear-algebra

• Real-Time Gaze Estimation Using Lightweight Deep Learning Models

  Sep 18, 2024• 2 min read • deep-learningcomputer-visionmachine-learning

• Real-Time Head Pose Estimation with Efficient Deep Learning Backbones

  Sep 17, 2024• 2 min read • deep-learningcomputer-visionmachine-learning