Unnathi K Gowda

Background

About Unnathi K Gowda

B-Tech 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 Advanced Certification in Generative AI by upGrad INTERNSHIP: Software Engineer Intern @Cargill