Hi, I'm Nishit De

Software Development Engineer

My name is Nishit and I am a graduate student at Drexel University. In addition to my expertise with a variety of coding languages, I'm attempting to learn new ones gradually. My portfolio presents me better than words ever could, so if you'd like, we can look at it together and I can tell you about the projects I designed and built over the years. I strive to perform well in all roles of full stack development, and I enjoy every aspect of the process.

Drexel University

Master's of Science
Major: Computer Science
Sept 2019 - June 2021



University of Mumbai

Bachelor's of Engineering
Major: Computer Engineering
August 2015 - May 2019

PORTFOLIO

LOAN PREDICTION SYSTEM
HTML, Python Flask, Python, Jupyter Notebook

  • Developed a classification model with 80% accuracy to automate the loan eligibility process based on customer details provided.
  • Evaluated algorithms to compute performance, quality, data management and accuracy using machine learning and statistical modeling techniques, such as Logistic Regression, Naïve Bayes, Random Forest Classifier, Support Vector Machine and Decision Tree.
  • Handled the data consisting of thirteen feature columns by passing it through the algorithm to find the maximum accuracy, and comparing the score to decide the eligibility of a customer to receive a loan.
  • See Project
    SIMILAR FACE CLUSTERING
    Python, Jupyter Notebook

  • Optimized the ETL system by using K-means clustering, thereby reducing the complexity exponentially.
  • Performed Principal Component Analysis on the data to convert it into a 100-dimensional data for convenient computation.
  • Determined the closest and farthest cluster images by computing the centroids using Euclidean distance.
  • See Project
    IMAGE CLASSIFICATION USING OPENCV
    OpenCV, Python, Flask, SQLite

  • Used OpenCV to convert the images from RGB to LAB color space, then compute the difference in value using CIE color space.
  • Implemented K-Means clustering to create a cluster of top 10 colors, out of which a threshold of top 5 colors was set for filtering.
  • Performed comparison on choosing a color, with the colors in the threshold and present the resulting images
  • See Project
    ONLINE JOB PORTAL
    .NET, Bootstrap, SQL Server 2012

  • Composed of three modules – Job Seeker, Job Provider and Administrator.
  • Integrated a feature of ‘Resume Generation’ by taking input from user and returning a single page, pre-defined formatted resume.
  • Facilitated the implmentation of automated E-mailing system, on confirmation requests and sending applications using the class ‘System.Net.Mail’.
  • See Project
    WANT TO SEE MORE? CHECK OUT MY GITHUB PROFILE
    GitHub

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