Hi, I'm Oshin Rathor, a passionate Data Scientist driven by the power of data to uncover insights and solve real-world problems. I specialize in data analysis, machine learning, and business intelligence, aiming to transform raw data into actionable solutions.
Whether it's building predictive models or designing interactive dashboards, I am constantly learning, experimenting, and pushing the boundaries of what's possible with data.
My mission is to become a top-tier Data Scientist, specializing in machine learning, data visualization, and predictive analytics. I am deeply interested in leveraging cutting-edge technologies to create solutions that not only advance business objectives but also make a meaningful impact. My ultimate ambition is to join a dynamic team where I can continue to learn, contribute, and grow.
Here are a few of my most notable projects that highlight my skills in data analysis, machine learning, and data visualization:
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Amazon Web Scraping
Scraped product data from Amazon, enabling detailed product sentiment analysis, pricing insights, and review analysis. Used web scraping techniques to automate data extraction and analysis. -
Customer Segmentation
Developed a clustering algorithm to segment customers based on purchasing behavior. This helps businesses identify target demographics and create tailored marketing strategies. -
Language Identifier
Built a tool that accurately identifies the language of any given text using machine learning and NLP techniques. -
SMS Spam Classifier
Designed a classification model to detect and filter out spam messages from SMS, improving message management and user experience. -
Text Mining
Performed text mining techniques on large datasets to extract valuable insights and patterns using tokenization, sentiment analysis, and feature extraction. -
Traffic Accidents Analysis & Prediction
Analyzed traffic accident data to identify patterns and predict accident hotspots, ultimately improving road safety. -
Sentiment Analysis
Built a sentiment analysis model using NLP techniques to gauge the sentiment of various text data sources, including social media posts, reviews, and more.
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Apocalypse Food Prep Dashboard An interactive Power BI dashboard for food preparedness, helping users track inventory and manage expiration dates in case of emergencies.
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Data Science Careers/Professional Dashboard
A comprehensive dashboard that helps professionals track their career progression in the data science field, providing key metrics and insights. -
NIA Dashboard
A sophisticated dashboard visualizing trends and insights from National Intelligence Agency data, designed for high-level analysis. -
Uber Dashboard
Analyzes Uber trip data, showing key statistics on trips, drivers, and customer behavior. A useful tool for Uber business analysis and optimization.
Here are the tools and technologies I use to bring data to life:
- Programming Languages: Python, R, SQL, PowerShell
- Libraries & Frameworks: Pandas, NumPy, Scikit-learn, TensorFlow, NLTK, Matplotlib, Seaborn, Plotly
- Data Visualization: Power BI, Tableau, Matplotlib, Seaborn
- Machine Learning & AI: Supervised/Unsupervised Learning, Natural Language Processing (NLP), Time Series Forecasting, Deep Learning
- Tools: Jupyter Notebooks, Visual Studio Code, Git, Docker
- Data Science & Machine Learning: Passionate about extracting insights from data and building models that predict future outcomes.
- Artificial Intelligence: Deeply interested in AI technologies and their applications in solving real-world problems.
- Data Visualization: I believe that the key to unlocking data's potential is effective visualization, and I love creating interactive dashboards and reports.
- Natural Language Processing (NLP): NLP is a fascinating field that I explore in projects like sentiment analysis and language identification.
- Cloud Computing: Exploring cloud platforms like AWS and GCP to build scalable, efficient data solutions.
- Data-Driven Decision Making: I believe data should drive business decisions and love crafting solutions that do just that.
If you're interested in collaborating, discussing data science, or just want to exchange ideas, feel free to reach out!
- 📧 Email: [oshinrathor24@gmail.com]
- 🔗 LinkedIn: [https://www.linkedin.com/in/oshin-rathor/]
Thank you for visiting my profile! 🚀