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Khalid Saifullah

Khalid Saifullah

Hi.

I'm Khalid - a CS undergrad student at UIU. I take great interest in Deep Learning research. Specifically, I'm interested in self-supervised representation learning and deep generative modeling. I care about making models broadly applicable by ensuring robustness, sample efficiency and interpretability. Other than that, I'm also into visualizations, photography, aaand cinema!

Latest Posts

Intuitions for the Simpson's Paradox

Talks & Workshops



Awards & Community Contributions



Projects

  • DALL·E mini: A JAX/FLAX implementation of OpenAI’s DALL·E but ~30 times smaller and trained on a much smaller dataset to meet resource constraints. (source code)
  • GPT-2 Bengali: The very first implementation of GPT-2 for Bengali. Trained from scratch with the Bengali portion of multilingual-c4 dataset.(source code)
  • Bengali Lyricist: A deep generative model that generates Bengali song lyrics. The model is finetuned on the song lyrics dataset from kaggle. (source code)
  • BERTify: A python module that helps with extracting BERT embeddings for large Benglai/English dataset. Especially optimized for users with limited computational access (e.g. free colab/kaggle GPUs) to tackle CUDA OOMs. (source code)
  • DietNeRF: First coding implementation of Putting NeRF on a Diet paper that requires much fewer image samples than original NeRF model to perform 3D reconstruction. (source code)
  • Misogynistic Meme Classifier: As part of AllenNLP Hacks 2021, trained a multimodal model for misogynous meme identification using pretrained CLIP as feature extractor. (source code)
  • sahajBERT: The very first experiment of decentralized collaborative training with an Albert-like model for Bengali. (source code)
  • Path Finder: A web app that helps to visualize the typical graph searching algorithm such as Dijkstra, A*, etc. (source code)
  • 8-Puzzle Solver: The 8-puzzle game with the ability to get it solved by the (A* heuristics based) A.I, made as part of the AI course project. (source code)
  • BOOKy: A website for book lovers to lend and borrow books independently. Made with Django as part of System Analysis and Design course project. (source code)
  • One Step: A website that helps user to create a social cause and also gets people engage in them as volunteers or donators. Made as part of Database Management System course project. (source code)
See more of my projects on Github


MOOCs & Certifications





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