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Natural-Language-Processing-NLP-
April 16, 2021 – April 16, 2021
Natural-Language-Processing-NLP- — GitHub repository
View ProjectTomatao-Plant-Leaf-Disease-Detection-DL-Project
March 31, 2021 – June 19, 2021
The primary source of income for the majority of people in India is agriculture. Due to the diverse climate all over India, a wide variety of crops are produced in India. The production of crops is affected by various factors such as climatic conditions, soil conditions, various diseases, etc. Currently, farmers rely on their eyes for detecting any plant disease which results in improper judgment and hampers the quality of the farm produce and, increases the amount of produce thrown in waste. Inefficient disease detection leads to improper pesticide usage that can cause the development of long-term resistance of the pathogens and resultantly reduces the ability of the crop to fight back. Plant leaf disease detection can be achieved by identifying various spots on the leaves of the affected plant. We will use a convolution neural network (CNN) along with image augmentation to detect plant leaf diseases.
View ProjectHackathons
March 2, 2021 – April 18, 2021
This Repository consists Approaches to different hackathons in which I have participated.
View ProjectWafer-Fault-Detection-ML-Project
February 19, 2021 – November 1, 2021
The inputs of various sensors for different wafers have been provided. In electronics, a wafer (also called a slice or substrate) is a thin slice of semiconductor used for the fabrication of integrated circuits. The goal is to build a machine learning model which predicts whether a wafer needs to be replaced or not(i.e., whether it is working or not) based on the inputs from various sensors. There are two classes: +1 and -1.
View ProjectFlight-Fare-Prediction-ML-Project
February 3, 2021 – March 17, 2021
The purpose of this project is to learn and apply various feature engineering techniques on the data, visualize, analyze and make conclusion based on the visualization and also to learn deployment using Heroku. Another aim is to learn doing front-end using Streamlit.
View ProjectMachine-Learning-Notes
December 14, 2020 – April 6, 2021
This file contains notes on important concept of Machine Learning
View ProjectDeep-Learning-Notes
November 16, 2020 – March 6, 2021
In this i have made notes regarding important terms in Deep Learning and Derivations
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, focusing on learning and applying ML/DL concepts. While this shows initiative, there is no evidence of collaborative team projects, open-source contributions, or diverse work environments, which limits the assessment of cultural fit for a senior role. The projects align with a Data Scientist role, but the breadth of experience is limited to personal learning.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.