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Khalid Saifullah

Portfolio

Talks & Workshops

Awards & Community Contributions

  • Secured 1st position at Huggingface JAX/FLAX Community Event with the group project DALL·E mini.

  • Received Global Teaching Fellowship by Delta Analytics for 2021 session.

  • University Merit Scholarship for academic excellence in all trimesters, UIU.

  • One of the contributors in the Bengali translation of Yann LeCun and Alfredo Canziani's Deep Learning course at NYU.

  • More than 50 questions answered in Stack Overflow community.

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: First implementation of GPT-2 from scratch for Bengali. Trained 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. Specially 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)

  • 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 and also lets the user get it solved by the A.I (A* heuristics based), 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.

  • One Step: A website that helps user to create a cause and also gets people engage in them, made as part of Database Management System course project.

  • Prison Management System: A software from my OOP course, which was created with the motivation to digitize the prison system of Bangladesh. (It was my first project)

See more of my projects on Github

Certifications

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