Welcome to my GitHub profile! I'm a passionate Data Scientist and Machine Learning Engineer with a strong background in developing and deploying data-driven solutions. Here’s a bit about me:
- 🔭 I’m currently working on [Generative AI and computer vision projects]
- 🌱 I’m learning advanced machine learning techniques and deep learning models
- 👯 I’m looking to collaborate on open-source projects related to AI and data science
- 🤔 I’m interested in solving real-world problems using data and AI
- 💬 Ask me about Python, Machine Learning, Deep Learning, and Data Visualization.
- 📫 How to reach me:(mail to:madasulaxman028@.com)
- ⚡ Fun fact: I love exploring new technologies and applying them to solve interesting problems
- Programming Languages: Python
- DataBase: MySQL
- Web Scraping: BeautifulSoup, Selenium, Scrapy
- Data Analysis and Visualization: Pandas, NumPy, Matplotlib, Seaborn, Power BI
- Machine Learning and Deep Learning: Scikit-Learn, TensorFlow, Keras, opencv, NLP
- Generative AI: Openai, Googleai, Huggingface, Fine tuning, Transfer Learning, Langchain
- Web Development: Flask, Streamlit
- Cloud: AWS (EC2)
-
Sentiment Analysis of Hotel Reviews:
- Analyzed hotel reviews for sentiment classification using machine learning techniques.
- Preprocessed text data and extracted features with BoW, TF-IDF, and Word2Vec.
- Trained and evaluated models: Naive Bayes, Logistic Regression, and XGBoost.
- Developed and deployed a real-time sentiment analysis app with Streamlit.
- Achieved 83% accuracy in sentiment classification.
- Project Repository
-
Regex Matching Web App Development using Flask:
- Developed and deployed a regex matching web app on AWS EC2.
- Implemented regex testing and email validation features.
- Ensured application security and data privacy.
- Project Repository
-
AI code reviewer:
- Clean Streamlit UI for easy code submission.
- Utilized GeminiAI API for accurate code analysis.
- Identified bugs and provided suggestions for fixes.
- Offered fixed code snippets for improved efficiency.
- Project Repository
- AI vs ML vs DL (Machine Learning, Artificial Intelligence, Deep Learning)
- Working with Text Data: Text-preprocessing
Thanks for visiting my profile! Feel free to reach out if you want to collaborate on a project or just want to chat about data science and AI.