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Samsriddhi/README.md

Hi there 👋

👋 I am Samriddhi, a sophomore at Nanyang Technological University, NTU
🖥Computer Science Major and Business Minor

📝 Published articles:

💫 Estimating the Hubble constant using Bayesian statistics and Markov Chain Monte Carlo algorithm-https://ijaem.net/issue_dcp/Estimating%20the%20value%20of%20H0%20by%20using%20Type1A%20Supernovae%20and%20Bayesian%20statistics%20to%20a%20precision%20of%202.1.pdf

🚀 PROJECTS( work in progress to update everything I have done in year 2..):

Cloud ☁️:

  1. Using GPT 3.5 to detect yoga asanas and booking appointments using AI on Azure Cloud- https://github.com/Samsriddhi/ZenFlo

AI 🤖 :

  1. Detecting yoga asanas and booking appointments using AI on Azure Cloud- https://github.com/Samsriddhi/ZenFlo
  2. Recognise and detect faces out of images- https://github.com/Samsriddhi/Face-Detection-and-Recognition
  3. Calculating the traffic probability in New York City- https://github.com/Samsriddhi/NYC-Traffic-Analysis
  4. Analysis of the Cataract Surgeries in India- https://github.com/Samsriddhi/Cataract-Modelling/tree/main
  5. Solving Sudoku using BFS, DFS, Backtracking, UCS, Greedy, A Star : https://github.com/Samsriddhi/Sudoku-Solver-python-BFS-and-Backtracking-
  6. Credit Card Fraud Detection ROC-AUC .98 Using Undersampling and Oversampling (SMOTE), Logistical Regression (comparitive analysis of SVC, Tree, KNN ) evaluated using Grid Search CV : https://github.com/Samsriddhi/creditcard-fraud-detection

Front-End 🖥️ :

  1. A web-app to detect and identify faces out of an image/video: https://github.com/Samsriddhi/Web-App-for-Face-Detection-and-Recognition-
  2. Creating a FastAPI webapp to predict yogasanas- https://github.com/Samsriddhi/ZenFlo
  3. Using tkinter to visualise sudoku for BFS and Backtracking to solve sudoku: https://github.com/Samsriddhi/Sudoku-Solver-python-BFS-and-Backtracking-
  4. OOP in C: N-Queens problem with UI in C using backtracking and heuristics: https://github.com/Samsriddhi/NQueens/tree/main

DSA and Algorithm optimization 🌿 :

  1. Solving Sudoku using BFS, DFS, Backtracking, UCS, Greedy, A Star : https://github.com/Samsriddhi/Sudoku-Solver-python-BFS-and-Backtracking-
  2. Estimated the Hubble Constant using Bayesian Statistics and MCMC algorithm- https://github.com/Samsriddhi/Hubble 3.Comparing rsampling(Near Miss, Undersampling, Oversampling) and classifiers for binary classification data in Credit Card Fraud Detection ROC-AUC .98 Using Undersampling and Oversampling (SMOTE), Logistical Regression (comparitive analysis of SVC, Tree, KNN ) evaluated using Grid Search CV : https://github.com/Samsriddhi/creditcard-fraud-detection
  3. N-Queens problem with UI in C using backtracking and heuristics: https://github.com/Samsriddhi/NQueens/tree/main

Popular repositories Loading

  1. Cataract-Modelling Cataract-Modelling Public

    Scans the demographic data of a given region and predicts the weights of these demographic factors (age, gender, economic background, location, etc) in a successful cataract surgery.

    Jupyter Notebook

  2. NYC-Traffic-Analysis NYC-Traffic-Analysis Public

    An AI Regression model to predict the accident probability in New York City

    Jupyter Notebook

  3. Hubble Hubble Public

    Estimating the Hubble Constant using the MCMC algorithm

    Python

  4. Face-Detection-and-Recognition Face-Detection-and-Recognition Public

    A model to detect faces out of any image and compare all of them to a databse and check for any matches. Used DeepFace library. Dataset used- Celebrity Faces from kaggle.

    Jupyter Notebook

  5. Web-App-for-Face-Detection-and-Recognition- Web-App-for-Face-Detection-and-Recognition- Public

    This model contains a web app to detect and verify faces from a database

    Jupyter Notebook

  6. ZenFlo ZenFlo Public

    Jupyter Notebook 1