Ankit Patel

Ankit Patel

he/him

Engineering AI Solutions for Real-World Impact

Blog posts

2021

Dog Breed Detection with AI šŸ¶šŸ¤–

less than 1 minute read

Published:

Using Convolutional Neural Networks (CNNs), I trained models to classify dog breeds from imagesā€”first from scratch, then using transfer learning with VGG16 and ResNet50. The results? Explore the power of deep learning, transfer learning, and surprising model quirks (like predicting a human as a Black Russian Terrier). Full code available on GitHub.

Breaking Down Europeā€™s Top 5 Soccer Leagues āš½šŸ“Š

less than 1 minute read

Published:

Which league has the most attacking defenders? Which teams defied expectations or crumbled under pressure? Who carried their team single-handedly? Using five seasons of player data (2014ā€“20) and advanced stats like xG, xA, and xGC, I uncover surprising trends in goals, assists, and team dependency. Data meets the beautiful gameā€”dive in! Full code and data available on GitHub.