Projects

Some of my projects (or that I have contributed to):

2019

• DCASE 2019 - Task 5 - Urban Sound Tagging: 1st position, Workshop paper that describes my solution. Slides for my talk at DCASE Workshop 2019.
• MediaEval - The 2019 Emotion and Themes in Music using Jamendo
• Attended the Reinforcement Learning Summer SCOOL, Université de Lille.
• Sequential Skip Prediction Challenge: 7th position. Workshop paper was submitted to the WSDM Cup 2019 and was selected for poster presentation.
• sainathadapa/attention-primer-pytorch: Some toy tasks/experiments to illustrate the concept of attention in machine learning, with heavy reference to Vaswani et al. (2017). Fork of greentfrapp/attention-primer with Tensorflow code replaced with PyTorch. All credit goes to @greentfrapp.

2018

• Kaggle Freesound General-Purpose Audio Tagging Challenge: 8th position
• Hackathon on Image Recognition, Gemeente Amsterdam: 1st position; Youtube video about the hackathon
• Lightning talk at PyData Amsterdam 2018
• Added basic Telugu support to spaCy

2017

• Kaggle Carvana Image Masking Challenge : Top 15% percent
• ggthemr : Themes for ggplot2. ~I’m not the author of the package although I maintain it at the moment.~
• Kaggle Invasive Species Monitoring : 6th position

2016

• stubthat : Stubbing framework for R
• i3-wm-multi-disp-scripts : Scripts to naviage a multi-display setup in I3 tiling window manager
• ogdindiar: R package to access data from Open Government Data Platform - India