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hemanishah00/README.md

Hey I am Hemani,

I like to work on interesting AI, data analytics and machine learning problems. I aim to use my knowledge about data to solve real-world problems.

I recently graduated as a Computer Engineer (9.02/10 CGPA, Batch of 2022) from Gujarat Technological University. At Univ.ai, I am a student in the Master Artificial Intelligence and Machine Learning program. I am also working as a TA for Univ.ai. Debugging code and explaining complex ML concepts in the simplest way possible has helped me hone up my skills.

I grew up in a coastal City named Valsad Gujarat in West India. My pronouns are she/her.

I am curious, technical minded and hardworking. Tieing different fields together fascinates me. I believe data should be an art form. I can make it interesting.I can be found learning something new whenever I get a chance.

You can best reach me via email. I am always looking forward to opportunities to learn something new, collaborations and meeting new people.

Pinned

  1. -Estimating-firebrand-shape-and-size-from-field-measurements -Estimating-firebrand-shape-and-size-from-field-measurements Public

    Implemented CNNs to predict the shapes of the firebrands. Used Data Augmentation to regularize the model for predicting the shapes. Explored and plotted saliency maps, Grad-CAM maps for error anal…

    Jupyter Notebook 1

  2. -Restaurant-Recommendation-System-using-the-Yelp-dataset -Restaurant-Recommendation-System-using-the-Yelp-dataset Public

    Used collaborative filtering to recommend restaurants to users based on their past reviews. Created 4 models: 1. Baseline Model - MSE: 3.02 2. Matrix Factorization using SVD (singular value decompo…

    Jupyter Notebook 2

  3. CycleGAN CycleGAN Public

    Forked from Ibtisam-Mohammad/CycleGAN

    For Ukiyo-e art style generation

    Jupyter Notebook 1

  4. FIFA-20 FIFA-20 Public

    Analyzed the players' datasets from 2015-2020 to predict the team ranks in 2021. Pre-processed the datasets by examining the collinearity and correlations between the variables to reduce the number…

    Jupyter Notebook 1

  5. NER-project NER-project Public

    Trained a language model on WIESP dataset. Used various architectures like ELMO and our own custom architecture.

    Jupyter Notebook

  6. aamir09/FinalSubmissionAI5 aamir09/FinalSubmissionAI5 Public

    Jupyter Notebook 1