Hello, my name is
Aditya Soni
And I'm a

About me

I'm Aditya and I'm a

I am Aditya Soni, a dedicated Data Science enthusiast with a strong foundation in mathematics and computer science. Proficient in Python, SQL, and a range of data analysis tools, I have hands-on experience in data cleaning, exploration, and applying machine learning algorithms.
Through internships, I've worked on diverse projects, from web scraping and predictive modeling to AI-driven business solutions. I've also developed end-to-end projects like a Group Chat analyzer and AI chatbot, showcasing my skills in libraries like Numpy, Pandas, and Sk-Learn. My passion for continuous learning is evident through certifications and participation in advanced programs.

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My skills

My creative skills & experiences.

Hello there! I'm currently diving into the world of AI and Machine Learning & excited to use my skills to solve everyday problems through cool projects

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Languages
C/C++, Python, SQL
Tools
 Jupyter Notebook, Pycharm
Data Science
 Data Wrangling, EDA
Machine Learning
 Supervised & Unsupervised Learning
Mathametics for ML
 Statistics & Probability
Visualization Tools
 Tableau, Power bi, Excel
Databases
 MySql

Projects

GroupcChat-analyzer

This project is a Streamlit-based application that provides comprehensive analysis of group chat data. It offers features like sentiment analysis, word clouds, emoji analysis, and activity maps. By processing uploaded chat files, the app generates detailed visualizations and insights, making it easier to understand messaging patterns and behaviors.

Library used : Pandas, Matplotlib, Seaborn, Streamlit.
AI chat application

This Flask-based project is a web application that integrates Firebase for authentication and database management. Users can sign up, log in, reset passwords, and access AI-powered chat features. The app provides a secure, session-based environment for users to interact with AI models while storing chat history in Firebase.

Library used : Firebase, flask, Google-genrativeai.
Image Caption Generator

This project embodies an image caption generator that utilizes deep learning and computer vision. It takes images as input and adeptly produces descriptive captions, merging the realms of technology and visual interpretation.



Library used : Numpy, Matplotlib, Tensorflow, Keras

Work Experience

Data Scientist Intern

Innomatics Reasearch Lab
Jan '24 - Mar '24

* Performed web scraping using Beautiful Soup to generated dataset of 650 smartphones from smartprix website.
* Conducted data cleaning, assessment and exploratory data analysis.
* Apply machine learning algorithms to make predictions based on the data.

Data Science Virtual Internship

British Airways
Jun '24 - Jul '24

* Completed a simulation focussing on how data science is a critical component of British Airways success.
* Scraped and analysed customer review data to uncover findings.
* Built a predictive model to understand factors that influence buying behaviour.

Future Ready Talent Internship

Microsoft
Apr '22 - Aug '22

* Gained hands-on experience with Azure through self-paced learning modules and industry-led sessions.
* Developed and deployed an eCommerce website using Azure Web App Service, focusing on cloud scalability and reliability
* Utilized GitHub for version control and collaboration, enhancing project management skills

Contact me

Get in Touch

Looking forward to hear from you !!
Let's connnect

Name
Aditya soni
Address
Bhopal, MP
Email
contact@adityasoni.tech
LinkedIn
GitHub
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