8000 Nitish-Kumar-1998 (Nitish Kumar) Β· GitHub
[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to content
View Nitish-Kumar-1998's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report Nitish-Kumar-1998

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Nitish-Kumar-1998/README.md

πŸ’» Nitish Kumar

Data Scientist | Programmer | Machine Learning Enthusiast

πŸ“§ Email Me
πŸ“ Chennai, India

GitHub LinkedIn Kaggle Portfolio


πŸ‘¨β€πŸŽ“ Education

BS in Data Science & Programming
Indian Institute of Technology, Madras
2021 – Present | Chennai, India

πŸ“š Relevant Courses:

  • Mathematics for Data Science
  • Statistics for Data Science
  • Python
  • Data Structures & Algorithms
  • Linux
  • Database Management System
  • Machine Learning Foundations
  • Machine Learning Tools
  • Machine Learning Practices
  • Business Analytics
  • Business Data Management
  • JAVA
  • Tools In DataScience
  • Application Development

πŸ› οΈ Skills

Programming Languages:
Python Java SQL JavaScript HTML CSS Vue.js

IDEs and Programming Tools:
VS Code Google Colab Jupyter

Other Tools, Libraries & Frameworks:
SQLite NumPy pandas scikit-learn Postman Redis Celery Streamlit


πŸš€ Projects

πŸ“Š Machine Learning Project

IIT Madras | Capstone Project
Jan 2024 – Mar 2024

  • Worked on sentiment analysis on a movie dataset using scikit-learn, XGBoost, NumPy, pandas, scipy, Seaborn, and Matplotlib.
  • Performed data loading, preprocessing, exploratory data analysis, and feature engineering.
  • Optimized model performance with pipelines, achieving a top 20% rank (22 out of 110 teams) with an F1 micro score accuracy of 80.415.

πŸ“ˆ Business Data Management

IIT Madras | Capstone Project
May 2023 – Aug 2023

  • Conducted a comprehensive analysis of a textile business's sales data for FY 2022-23.
  • Utilized Excel tools such as pivot tables, bar graphs, and line graphs for graphical representations.
  • Provided recommendations to enhance sales and marketing strategies, aiming to increase revenue and market share.

πŸ“š Application Development I

IIT Madras | Capstone Project
Jan 2024 – Mar 2024

  • Developed a multi-user application for Library Management System.
  • Implemented admin functionalities to manage books and sections, including adding, deleting, and editing.
  • Utilized Python, HTML, CSS, Bootstrap, SQLite, Flask, Jinja2, and JavaScript to create a responsive and interactive platform.

πŸ“š Application Development II

IIT Madras | Capstone Project
Jan 2024 – Apr 2024

  • Developed a multi-user Library Management System application with RESTful API and Vue.js for the UI.
  • Implemented Role-Based Access Control (RBAC) and Flask-Security for authentication.
  • Scheduled backend jobs like visit alerts and monthly reports using MailHog, Redis for caching, and Celery for batch jobs.

πŸ“œ Certificates

  • Certificate of Appreciation: Achieved rank 15 in the programming competition conducted by IIT Madras BS program under Programming in Python course.
  • Foundations: Data, Data, Everywhere (Coursera: Google)
  • Ask Questions to Make Data-Driven Decisions (Coursera: Google)

πŸ‘₯ Volunteership

Academic Societies Volunteer

  • Active participant in the Gir house group #281 & Sahityika, actively participating in group activities and fostering a sense of community.

Feel free to reach out via email or connect with me on LinkedIn.

Profile Views


πŸ“Š GitHub Stats

Nitish's GitHub stats

πŸ’‘ Top Languages

Top Languages


πŸ† Achievements

trophy


πŸ—‚οΈ Highlight Projects

Popular repositories Loading

  1. Nitish-Kumar-1998 Nitish-Kumar-1998 Public

  2. Machine_Learning_Codes Machine_Learning_Codes Public

    Jupyter Notebook

  3. DSA_PRACTICE DSA_PRACTICE Public

    Practice Dsa

    Jupyter Notebook

  4. NLP_workshop_IIT_Madras NLP_workshop_IIT_Madras Public

    This is NLP workshop happend during may 2025

    Jupyter Notebook

  5. JavaScript_Practice JavaScript_Practice Public

    This is the javascript practice from various sources

    HTML

  6. Pytorch_Dlp_Workshop Pytorch_Dlp_Workshop Public

    Pytorch dlp workshop IIT Madras

0