Developing innovative business strategies through predictive modeling and data-driven insights.★ B-Tech student in Computer Science and Engineering with a passion for Artificial Intelligence (AI) and Machine Learning (ML). ★ Proficient in Python, SQL, data science libraries with hands-on expertise in developing predictive models and performing data analysis. ★ Actively enhancing skills in Generative AI through advanced coursework and practical projects.ACADEMIC AND PROJECT HIGHLIGHTS :★ Developed a custom LLM chatbot for idea generation, leveraging prompt engineering and OpenAI LLM API calls, enhancing user experience for innovative product solutions. ★ Created a multiple linear regression model to predict car prices for a Chinese auto company expanding into the US market. ★ Utilized SQL to analyze movie data for RSVP Movies, extracting insights and making recommendations for a global audience project. ★ Built predictive models (Random Forest and Logistic Regression) to identify high-risk churn customers in the telecom industry, providing actionable insights for customer retention strategies. ★ Constructed a logistic regression model for Online Education Platform, achieving an 80% conversion rate improvement by assigning lead scores effectively.★ Constructed a CNN model for Melanoma Image Classification.★ Constructed a Fashion Product Recommendation System using traditional RAG Approach.★ Constructed the Fashion Product Recommendation System using LlamaIndex. Successfully compared traditional RAG approach and RAG using LlamaIndex.AREAS OF EXPERTISE :★ Predictive Modeling ★ Data Analysis and Visualization ★ Machine Learning Algorithms ★ Statistical Modeling ★ Data Manipulation ★ Generative AI TECHNICAL SKILLS :★ Python, Numpy, Pandas, Seaborn ★ MySQL, SQL ★ Machine Learning ★ scikit-learn, statsmodels ★ Langchain★ LlamaIndex★ RAG(Retrieval Augmented Generation)CERTIFICATIONS :★ Python Certification - DS&A by upGrad Campus ★ Data Science & Analytics Certification by upGrad Campus★ AI&ML Certification by upGrad Campus