A passionate data scientist specializing in Natural Language Processing (NLP) and Generative AI (GenAI). With a strong foundation in machine learning and data analysis, I thrive on transforming unstructured data into actionable insights and building intelligent systems that understand and generate human language.
If you have any questions or would like to collaborate on a project, feel free to reach out!
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LinkedIn: LinkedIn Profile
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X (Twitter): X Profile
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📝 I regularly write articles on https://medium.com/@katyayaniagarwal265
I developed a Plant Disease Prediction application using TensorFlow and Streamlit to assist farmers in identifying diseases in tomato plants. This project aligns with my educational background in Agriculture, where I gained a solid understanding of agricultural practices and challenges.
- User-Friendly Interface: Designed an intuitive Streamlit app that allows users to upload images of plant leaves for analysis.
- Image Processing: Implemented image preprocessing techniques to prepare images for prediction.
- Real-Time Predictions: Leveraged a TensorFlow model to provide real-time predictions with confidence scores, aiding farmers in making informed decisions.
- Python: Data analysis, machine learning, and NLP.
- SQL: Data querying and management.
- Text Preprocessing: Tokenization, stemming, lemmatization.
- Machine Learning Models: Classification, clustering, sentiment analysis.
- Streamlit: Building interactive applications for NLP and GenAI model deployment.
- Jupyter Notebooks: For documentation and exploratory data analysis.
- Git & GitHub: Version control and collaboration.
- Analytical Thinking: Strong ability to solve complex problems.
- Communication: Proficient in conveying technical concepts to non-technical audiences.
- Collaboration: Experience working in team environments to deliver projects successfully.
- ⚡ Fun fact In addition I am a part time content writer at TEAM EVEREST NEWSLETTER , also passionate for dancing , listening to music and audiobooks , and love for food .
Feel free to explore my projects listed here. You can clone the repositories or follow the instructions in the README files of each project to replicate the work. I am constantly working on improving and adding new projects, so stay tuned for future updates!