About
Data Science fresher with hands-on experience in Python, SQL, machine learning, NLP, Power BI, and generative AI. Built end-to-end analytics and ML projects, and contributed to business reporting and dashboarding during an internship.
Experience
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Data Analytics & Business Intelligence InternFoslipy C.S Pvt LtdJan 2025 – Mar 2025
Education
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M.Sc. Data ScienceSIES College of Arts, Science & Commerce (Empowered Autonomous)Data Science · Aug 2024 – Jun 2026
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B.Sc. Computer ScienceBhavana Trust CollegeComputer Science · 2021 – 2024
Skills
Projects
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Cross-Category Sentiment Analysis — Amazon ReviewsPython, Scikit-learn, SentenceTransformers, Pandas, Streamlit
Built a hybrid sentiment analysis model combining TF-IDF and BERT embeddings across multiple product categories. Trained Logistic Regression, SVM, and Random Forest models, achieving 81% accuracy, and deployed a Streamlit app for real-time predictions.
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AI-Powered Document Q&A Chatbot (RAG)Python, OpenAI API, Streamlit
Built a Retrieval-Augmented Generation chatbot that answers user questions from uploaded PDF/document content using the OpenAI API. Deployed the app with Streamlit for real-time conversational access.
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Sales Performance & Revenue AnalysisPython, Pandas, Scikit-learn, MySQL
Led an end-to-end sales analytics project on 9,977 orders, engineered business features, designed a MySQL schema, and built a Random Forest classifier to flag loss-making orders.
Courses & certifications
- Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate · Oracle · 2025