Experienced Data Scientist | Machine Learning Enthusiast | Healthcare, Manufacturing, Finance, and Consulting Expertise Hello! I'm Savitha Rani Ravichandran, a seasoned Data Scientist with a strong background in Machine Learning and Deep Learning, specializing in Operational Research and Development within diverse industries including Manufacturing, Finance, Consulting, and Healthcare. My journey is fueled by a passion for harnessing data to drive actionable insights and solve complex business challenges. 🔬 **Professional Expertise:** I thrive in collaborating with business stakeholders to translate their requirements into innovative solutions. My expertise lies in creating predictive models, extracting meaningful insights, and solving intricate business problems. 🚀 **Key Accomplishments:** In my recent role at Quilt Pte. Ltd., I pioneered the implementation of unsupervised algorithms like K-means and DBScan for patient segmentation in Mental Health data. I constructed robust feature engineering pipelines from raw GPS metrics data, enabling the creation of accurate mood predictor models. I have a track record of optimizing supervised learning models such as Random Forest, SVM, and XGBoost, achieving remarkable outcomes in terms of precision, recall, and AUC scores. 🛠️ **Technical Proficiencies:** My skill set includes proficiency in Machine Learning (Supervised and Unsupervised), Deep Learning (CNN, Image Analytics, Segmentation), Natural Language Processing (Sentiment Analysis, Intent Classification), and Python (NumPy, Pandas, Scikit-learn, Matplotlib, Keras, Pytorch, Flask). I am well-versed in advanced analytics, data visualization tools like Power BI and Tableau, and have experience with Azure ML, AWS, GitLab CI/CD, Docker, and Apache Airflow. 📚 **Education and Publications:** I hold a Master's degree in Technology from the National University of Singapore with a focus on AI and Data Science. My passion for research is evident through my publications on deep learning models for medical image analysis. I've been recognized for my contributions with honors like 1st Place in Women Who Code Hackathon and a Student Scholarship for consistent academic excellence. Let's connect! I'm eager to engage with fellow professionals, share insights, and collaborate on exciting projects. Feel free to reach out through LinkedIn messaging or email me at **[savs3395@gmail.com](mailto:savs3395@gmail.com)**. Looking forward to connecting!