Shivani Singh

Machine Learning With Python (Fresher/Trainee)

About Me

I am a Machine Learning fresher with strong Python skills .I am currently pursuing MCA from Indira Gandhi National Open University, I have completed my Master's degree in mathematics from MJPRU. and several hands-on projects with supervised learning algorithms such as Linear Regression and Logistic Regression .I have worked on real-world projects including student performance prediction ,house price prediction ,SMS automation using Twilio API auto-expire QR code generation ,and interactive dashboards using Power Bi . My technical skills include Pyhton ,Numpy,Pandas,Matplotlib ,Scikit-learn ,and Power Bi .I am countinously improving my machine learning and automation skills through self-study and projects.

Skills

Python Machine Learning Scikit-Learn NumPy Pandas Matplotlib Power Bi Celery redis (in progress - self study)

Projects

Twilio SMS Automation Project

Python-based automation system to send SMS notifications using Twilio API.

View on GitHub

Projects

Auto-Email Send

This project is a Bulk Email Sender Web Application built using Streamlit and Python (smtplib). It allows users to send emails to multiple recipients with a simple and interactive UI.

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AutoExpire QRcode

This Automate QRcode generater with token and after Expire QRcode image remove automatically

view on GitHub

Student performance prediction using Machine learning

Student performance prediction using Algorithm-Logistic regression from classification in supervised learning.

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House Price prediction

House Price prediction using Algorithm-Linear regression from Regression in Supervised learning.Aim to predict House Price.

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Power BI Sales Dashboard

Interactive sales dashboard created using Power BI. Includes KPIs, revenue trends, region-wise sales, top products analysis and monthly performance.

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