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ML/AI2025

Dog Breed Vision

An end-to-end deep-learning classifier that identifies 120 dog breeds using transfer learning on MobileNetV2.

Source
ML/AI
DBV

Overview

A transfer-learning image classifier trained to distinguish 120 dog breeds with high accuracy, built as a complete notebook from data pipeline to evaluation.

Approach

  • MobileNetV2 backbone with transfer learning for efficient training and inference.
  • TensorFlow pipeline covering augmentation, training, and evaluation.
  • Clean, reproducible workflow suitable for edge deployment.

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ML/AI2025

DermAI Pakistan

On-device dermatology decision support for low-resource clinics. A quantized deep learning classifier that runs entirely on the phone.

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Systems/Low-level2024

ml_frame

A zero-dependency machine learning framework in roughly 2,800 lines of C11: arena allocator, reverse-mode autograd, multi-backend GEMM, and INT8 quantization.

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