Kavya Kore - Data Science Associate

Summary

Dedicated and results-oriented professional with a unique blend of expertise in both Data Analysis and Business Analysis. Leveraging a solid foundation in statistical analysis, data interpretation, and business process optimization, Consistent in delivering actionable insights to drive informed decision-making. Proficient in gathering, analyzing, and interpreting complex data sets, coupled with a strategic mindset in aligning data-driven solutions with business objectives. Proven ability to bridge the gap between technical teams and key stakeholders, facilitating effective communication and driving collaborative efforts. Adept at utilizing advanced analytics tools, visualizations, and modeling techniques to extract meaningful patterns and trends. Recognized for successfully contributing to process improvements, identifying growth opportunities, and enhancing overall operational efficiency. Seeking a challenging role where analytical acumen and business acuity converge to deliver impactful solutions and foster organizational success.

Overview

2

years of professional experience

1

Certification

Work History

Data Science Associate

YuppTV Pvt Ltd

02.2020 - 02.2022

Conducted comprehensive data analysis, resulting in 25% improvement in business strategy and informed decision-making.
Developed and implemented data collection processes, ensuring 50% increase in accuracy and reliability of datasets.
Collaborated with cross-functional teams to understand business requirements, providing analytical support for strategic initiatives that led 15% growth in key performance metrics.
Created and maintained interactive dashboards and reports using Google Analytics, and Power BI to deliver real-time visibility into key performance indicators and contributed to 50% improvement in data-driven decision-making processes.
Utilized statistical techniques and machine learning algorithms to uncover patterns, trends, and anomalies in large datasets, leading to improvement in predictive accuracy.
Played crucial role in optimizing data storage and retrieval processes, by enhancing overall system efficiency.
Identified and resolved data quality issues, contributing to improve in data integrity across various platforms.
Led customer segmentation projects, tailoring marketing strategies to specific audience profiles and increased campaign effectiveness.
Collaborated with IT team to enhance data infrastructure, ensuring scalability and reliability for future business needs, resulting in reduction in system downtime.
Provided regular data-driven insights to support product development, contributing to successful launch of new features and improvements, resulting in increase in user engagement.
Participated in design and execution of ad-hoc analysis projects to address specific business challenges and opportunities, delivering actionable insights that led improvement in operational efficiency.
Actively engaged in continuous learning, staying updated on latest trends and technologies in field of data analytics.
Worked varied hours to meet seasonal and business needs
Prioritized tasks to meet tight deadlines, pitching in to assist others with project duties
Created promotional materials to advertise products and services
Generated sales reports and presentations for senior management

Education

Master of Data Analytics - Information Technology -

Queensland University of Technology

Brisbane, QLD, Australia

03.2024

Bachelor of Business Administration - Finance -

Indian Institute of Management And Commerce

Hyderabad, India

05.2019

Intermediate - Biology, Physics, Chemistry -

Sri Chaitanya Junior College

Hyderabad, India

04.2015

Schooling -

Trinity High School

Mancherial, India

04.2013

Skills

Data Analysis:

Analytical Processes-Data Modeling, Validation, Visualization, Presentations, and Report Writing

Analytical Tools-Tableau, Power BI, Google Analytics

Programming Languages- Python, SQL, R

Techniques-Machine Learning, Statistical Analysis

Business Analysis-

Business Process- Mapping, Mining, Analysis, Improvement, Redesign, and Documentation

Tools - Signavio(bpmn), Woped, Disco, Prom, Celonis, Apomore

Websites

https://github.com/Kavyakore24

Certification

Certified Data Analyst (Queensland University of Technology)
Certified Business Administrator (Indian Institute of Management and Commerce)

Languages

English

Hindi

Telugu

Projects

University Projects, 03/01/22, 12/01/23, QUT, Gardens point Campus, Brisbane, QLD,

Data Analysis Projects-

Covid Data Analysis: Utilized Python for comprehensive COVID-19 data analysis., Clustering, Association Mining, Decision Tree, Regression, Neural Network.

Databases Using SQL: Proficient in SQL for managing and querying databases.

Weather Forecasting Data Analysis with R: Utilized R for in-depth analysis of weather forecasting data., Statistical Methods, Visualization.

Loan Approval Data Analysis with R: Implemented linear regression models in R for loan approval data analysis., Linear Regression.

Sleep Monitoring Analysis of Fitness Gadget: Employed Python for analyzing sleep monitoring data., Random Forest, Regression.

Pitch Perception through Cochlear Implant: Implemented regression models in Python for analyzing pitch perception through cochlear implants.,

Wikipedia Articles Quality Categorization: Utilized predictive models in Python for categorizing Wikipedia articles by quality., Natural Language Processing.

Web Documents Ranking through NLP: Applied natural language processing techniques in Python to rank web documents.

Analyzing Marketing Data through Google Analytics: Leveraged Google Analytics for comprehensive marketing data analysis.

Business Process Analysis Projects:

Conducted thorough requirement gathering sessions with the given business scenario stakeholders to understand business needs.

Utilized Signavio and Woped for BPMN process mapping.

Ensured accurate representation of business processes for analysis. Redesigned existing process maps for efficiency improvements.

Conducted root cause analysis to address process bottlenecks. Performed both quantitative and qualitative analysis of business processes. Documented business processes efficiently, ensuring clarity and accessibility.

Employed tools like Disco, ProM, Celonis, and Apomore for data mining and analysis of event logs. Successfully automated business processes using the YAWL software.

Timeline