Ishu Kumar

A final-year Computer Science Engineering student, I am a highly motivated individual with a passion for exploring and mastering new technologies. I possess a broad range of coding skills across multiple programming languages and am also interested in machine learning and data science.

LinkedIn GitHub Resume

WORK EXPERIENCE

Intern   at   Persistent                             June 2023 - August 2023

Skills: Basics of Linux · DBMS · Data Structures and Algorithms ·  Python ·

  • Learn about the different - diffrent command of Linux.
  • Learn about the sql ,how to store the data in Apache server in xammp .
  • Over view of DSA


SKILLS

CERTIFICATIONS

Microsoft - Azure Data Fundamentals

Score: 700+/1000

Microsoft - Azure AI Fundamentals

Machine Learning and Data Science

Ethical Hacking and Cyber Security

Ethical Hacking and Cyber Security

NPTEL

NPTEL

IT Kharagpur - Programming in Java
Score: 75%

PROJECTS

Sentiment Analysis of Tweets

Machine Learning Project: Sentiment Analysis of Tweets (Full Web Application)  Heroku

  • Developed a full-fledged web application for sentiment analysis of tweets using Machine Learning techniques.
  • Gathered and preprocessed a large dataset of tweets, including sentiment labels for positive and negative sentiments.
  • Utilized Natural Language Processing (NLP) techniques to tokenize, clean, and transform text data into numerical features.
  • Selected and fine-tuned a machine learning model (e.g., Support Vector Machines, Naive Bayes, or deep learning models) for sentiment classification.

  • Achieved a high accuracy rate on sentiment prediction through extensive model training and evaluation using evaluation metrics like accuracy, precision, recall, and F1-score.

    • Github
    Chatbot

    Chatbot Machine Learning Project in Natural Language Processing (NLP)

  • In this project, I designed and developed an intelligent chatbot using Machine Learning techniques and Natural Language Processing (NLP). The chatbot aimed to interact with users in a human-like manner, understanding their queries and providing contextually relevant responses.

    • Github
    Code Conversion Project

    Link to QR Code Conversion Project deployed on Streamlit

  • In this project, I developed a web application using Streamlit that converts a given link or URL into a QR code. The application allows users to quickly generate QR codes for URLs, making it convenient for sharing website links or accessing them using mobile devices.
  • I created an interactive web application using Streamlit, a Python library for building data apps. Streamlit's simple and intuitive interface allowed me to develop the application rapidly and effectively.

    • Github
    Calculator Application

    UGI Calculator Application Using Python 

  • The UGI Calculator Application is a Python-based project aimed at providing users with a user-friendly and efficient tool to perform various calculations related to Universal Gas Constant (UGI). The application allows users to input relevant data and obtain accurate results quickly.

    • Github
    House Price Prediction

    Machine Learning Project: House Price Prediction  Streamlit

  • The House Price Prediction project demonstrated my proficiency in handling real-world datasets, feature engineering, and regression modeling in Machine Learning. The deployed web application provides a valuable tool for potential homebuyers and sellers to estimate property values accurately. The project's insights and predictive capabilities contribute to better decision-making in the real estate market, making it a valuable resource for property investors, real estate agents, and anyone interested in residential property valuation.

    • Github
    Cat or Dog Classification Model

    Cat or Dog Classification Model using CNN and Keras

  • The Cat or Dog Classification Model showcases my expertise in image classification using Convolutional Neural Networks and Keras. The project delivers an accurate and robust solution for differentiating between images of cats and dogs.

    • Github

    COURSES

    ACHIEVEMENTS & ACTIVITIES

    CONNECT WITH ME❤️