Hi 👋, I'm Abhishek Sharma

Data scientist, India

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My Interests:

1. Data Science Applications focusing on football analytics ⚽
   • Building Products for Practical Applications in Football:
     • TactiMation - A flexible tactics animation board
     • Wosonars - Twitter bot to automate query-based player visualizations
     • xGBoard - Interactive application to get xG values for shots based on a CNN model
     • MplFooty - Gallery of football analytics vizzes created using matplotlib
     • Futbolista - Julia package to make football analytics tasks easier
   • Statistical Modelling for Predictive Football Analytics:
     • Expected Goals Model
     • Expected Threat Models
     • Bayesian Modelling of Players' Performance Levels
   • Implementing and Explaining Football Research Papers:
     • Valuing Actions by Estimating Probabilities
     • Match Simulation Models
     • Expected Threat Models
     • Clustering players based on roles
   • Creating Static Visualizations for story-telling purposes:
     • A link to some of my static vizzes can be found here

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Things I Work With:

Languages

Frameworks

Scripting and Automation

Hosting and Web Dev

Other (Versioning, OS, etc)

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