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Exploring & Implementing!
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Exploring & Implementing!
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kgautam01/README.md

Hi Folks, I'm Kuldeep Gautam, a Graduate Research Student at IITH.

About

Kuldeep is a Graduate Research Assistant at IIT Hyderabad (Dept of CSE), currently working in the intersection of deep learning and compilers for code comprehension and code optimization projects. He has a demonstrated history of working on ML/DL Stack and has industry experience working as a Software Engineer at Samsung Research Institute, Noida and as a Data Science Intern at SIPI-IP, Noida. He has also worked on several academic projects in his undergraduate in the same domain.

Skills

Kuldeep's github stats Ubuntu Windows 10
Python C C++ Shell Script
LaTeX Git Markdown
Keras TensorFlow PyTorch
Pandas NumPy Scikit-Learn

Pinned

  1. CodeForces-Scraper CodeForces-Scraper Public

    Selenium-Python-based scraper for scraping the source codes and other information of the problems.

    Python

  2. Automated-Essay-Scorer Automated-Essay-Scorer Public

    Deep learning & NLP based project, using word2vec model for creating word embeddings and using it to feed to LSTM neural network to predict the essay score awarded to a student.

    Jupyter Notebook 4 2

  3. Kaggle-Competitions Kaggle-Competitions Public

    This repo contains solutions to basic classification and regression-based Kaggle competitions. The projects were done in early stages, organized now into a single repository.

    Jupyter Notebook

  4. ScratchML ScratchML Public

    This repo contains implementations of important classic ML algorithms from scratch in Python.

    Jupyter Notebook 1

  5. Method-Name-Preprocessor Method-Name-Preprocessor Public

    This repo contains trie-based implementation for preprocessing the incomplete/abbreviated method names to replace the originals with more meaningful ones.

    Python

  6. DNN-Based-Face-Detection DNN-Based-Face-Detection Public

    A Deep Neural Net-based face detection project, making use of Caffe implementation of resnet10 architecture to detect the faces in the images, videos, or using a webcam with good accuracy.

    Python 1