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Hi πŸ‘‹ I'm Swechha!

πŸ”­ I’m actively looking for full-time Machine Learning/Software Engineer position.

Passionate Machine Learning Engineer with two years of industry experience building end-to-end ML systems for genomics data (single-cell RNA sequencing data).

Experience working with high-dimensional genomics data using VAE and VAE-GAN, autoregressive generative modeling of real-valued sequential data with RNNs (LSTMs), transfer learning using deep CNNs (ResNet, VGG), recommendation system using standard and neural Matrix Factorization, and DNN-based NLP systems (Contextual spelling correction) using hand-engineered features.

Always on the lookout to explore new areas to apply my Machine Learning expertise.


Let's connect and chat!


Apart from work, you will find me

  • playing board games 🎲 with friends
  • doing portrait sketching / landscape painting 🎨
  • searching πŸ”­ for the perfect 🍦 🍨 flavour
  • looking for the best cafΓ© in MontrΓ©al
  • exploring various cuisine πŸ˜‹
  • reading fiction books πŸ“š, The Hunger Games is my fav
  • playing badminton
  • last but not least, Netflix πŸŽ₯

Swechha Singh's Projects

applied-ml icon applied-ml

πŸ“š Papers by organizations sharing their work on applied data science & machine learning.

handwriting-synthesis icon handwriting-synthesis

Implementation of "Generating Sequences With Recurrent Neural Networks" https://arxiv.org/abs/1308.0850

ml-surveys icon ml-surveys

πŸ“‹ Survey papers summarizing advances in machine learning.

nlp-from-scratch icon nlp-from-scratch

Implementing language models using simple NLP techniques to advance Transformer architecture based models in pytorch

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