Data Scientist
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nlp_revamp_upgrad
February 18, 2021 – April 16, 2021
nlp_revamp_upgrad — GitHub repository
View ProjectIoT-based-Traffic-Congestion-and-Warning-System
October 17, 2019 – October 17, 2019
This project investigates about traffic problems in day to day life and provides a solution for handling problems such as Traffic Jams to ensure a better management of traffic with the help of Internet of Things. Used Raspberry pi and coded it with python to make the prototype functional. Also integrated automated email system to inform relevant orginazations if some emergency occurs.
View ProjectIndian-Trade-Data-Analysis-and-Forecasting
October 6, 2019 – June 18, 2020
Indian-Trade-Data-Analysis-and-Forecasting — GitHub repository
View ProjectLoan-Prediction
March 27, 2019 – March 29, 2019
We have to predict if an applicant will get Loan or not depending upon various features like Gender, Marriage status, Education, Income etc.
View ProjectHand-Written-Digit-Recognition-using-K-Nearest-Neighbour-Algorithm
February 28, 2019 – February 28, 2019
I have trained a model with a given data on handwritten digit recognition which predicts the digits written in an image.
View ProjectMachine-Learning-Template
February 27, 2019 – February 27, 2019
I have made a template for all those who gets stuck what to apply and where to apply. From Preprocessing Steps to varifying the model's accuracy, Everything has been covered which a new Machine Learning enthusiast would prefer. I have used Melbourne Dataset for determining house prices for given specifications. I have used three Classification Algorithm and Compared them to show which one can be efficient - Decision Tree, Random Forest, XGBoost Regressor. I hope anyone who wants to get started with any kind of Machine Learning Competition on Kaggle can use this as template.
View ProjectEmail-Automation-Using-Python
February 15, 2019 – February 15, 2019
Want to send a mail to many recipient with slight difference in mail content, you are at right place...
View ProjectOCR-using-Tesseract
November 12, 2018 – November 12, 2018
In this repo, I have used pytesseract as OCR engine. I have performed all the possible image preprocessing steps like image binarization, image denoising, image rescaling etc. It's accuracy also depends on image quality. But for most of the images which are Black and White, like reciept, bill etc, it will give almost accurate answer.
View ProjectCredit-Card-Fraud-Detection
July 26, 2018 – July 26, 2018
Nowadays Credit Cards are very common everywhere, so it is today's need to make it safe and secure. This project predicts the fraudulent transaction using anomaly detection.
View ProjectSocial-Networks-Using-Python
March 29, 2018 – August 1, 2019
It is a collection of analysis of Some real world Graph exapmles of Social Networks.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards problem-solving using data science and machine learning, which aligns well with a Data Scientist role. The diversity of personal projects (IoT, NLP, fraud detection, trade analysis) indicates a broad interest in applying technical skills to different domains. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.