K Kavana

Data Analytics Specialist | Java Developer | Business Intelligence Analyst
Bengaluru, IN.

About

Highly motivated MCA graduate with a strong foundation in Data Analytics, Java development, and LLM integration, seeking to leverage expertise in machine learning, data quality enhancement, and web application development to drive data-driven insights. Proven ability to optimize reporting efficiency by 30% and deliver robust solutions using Python, Java, SQL, and Power BI for impactful business outcomes.

Work

Innovate Intern
|

Data Science & Analytics Intern

Chennai, India

Summary

Led data analytics initiatives, applying machine learning algorithms and data preprocessing techniques to improve predictive modeling and data quality for weather forecasting.

Highlights

Developed and deployed machine learning models, including Linear Regression and SVM, to achieve accurate weather forecasts, significantly improving predictions of temperature and rainfall.

Executed comprehensive data preprocessing techniques, such as feature selection, normalization, and missing value handling, utilizing Python libraries (Pandas, Scikit-learn) to enhance data quality for analytical models.

Bengaluru
|

LLM Integration Intern

Bengaluru, India

Summary

Designed and developed a Spring Boot web application to integrate LLM capabilities, significantly boosting reporting efficiency and text processing workflows.

Highlights

Engineered a Spring Boot web application leveraging Eden AI's document parsing API, which enhanced reporting efficiency by 30% through a measurable decrease in manual work hours.

Optimized critical text processing workflows, including extraction, summarization, and keyword identification, by seamlessly integrating the Eden AI API into the application to improve accuracy and speed.

Education

Dayananda Sagar College of Arts, Science and Commerce
Bengaluru, India

Master of Computer Applications

Computer Applications

Grade: CGPA - 8.58

Community Institute of Commerce and Management Studies
Bengaluru, India

Bachelor of Computer Applications

Computer Applications

Grade: CGPA - 8.90

Certificates

Data Fundamentals

Issued By

IBM

Java Foundations

Issued By

Oracle

Skills

Programming Languages

Java, Python, JavaScript, HTML, CSS.

Data Analysis & BI Tools

SQL, Microsoft Excel, Power BI, Pandas, Scikit-learn.

Web Technologies

Node.js, Express.js, MongoDB, React, Spring Boot.

Development Tools & Methodologies

Git, QA Workflows, Product Documentation, Machine Learning Algorithms (Linear Regression, SVM), LLM Integration.

Soft Skills

Analytical Thinking, Teamwork, Communication, Problem Solving, Structured Analysis.

Projects

IPL Insights & Dashboards

Summary

Performed in-depth analysis of IPL 2024 match data to uncover performance trends, visualize player metrics, and derive actionable insights for sports analytics.

Celebratemate

Summary

Developed a full-stack web application designed to automate personalized reminders through Email and SMS notifications for enhanced user engagement.