Professional Summary
Transforming complex data challenges into innovative business solutions
Certified Data Scientist with a Master of Arts in Economics from Bangalore University and certifications from IABAC, NASSCOM, and DataMites™. Specializing in transforming complex datasets into actionable business insights through machine learning and advanced analytics.
Currently serving as Data Science Consultant at Rubixe, delivering tailored ML solutions that improve client satisfaction by 85% and operational efficiency by 30%. Creator of InsightfulPy—a Python library with 25+ automated EDA functions published on PyPI, reducing manual effort by 40% and accelerating reporting speed by 25%.
Expert in building end-to-end data pipelines with domain expertise in financial modeling, customer analytics, and predictive maintenance. Previously coordinated operations at Aditya Birla Fashion & Retail Ltd., managing 100+ daily transactions with 99% accuracy.
Key Achievements
Measurable impact through innovative data science solutions
Open Source Contribution
Published InsightfulPy on PyPI - a comprehensive Python toolkit with 25+ EDA functions used by data scientists globally for automated exploratory data analysis.
Data Processing
Successfully processed 50M+ records for home loan default prediction, optimizing memory usage by 70-80% through advanced feature engineering techniques.
Model Performance
Achieved 92.5% accuracy in employee performance prediction using XGBoost with SHAP analysis for interpretability and actionable insights.
Automation Impact
Eliminated 1,200+ minutes of manual review through automated Data solutions, improving more operational efficiency by 30% across multiple projects for ML solutions.
Education Timeline
A summary of my academic journey and key milestones
Master of Arts in Economics
Bangalore University • Post Graduate Degree
Specialized in Econometrics, Financial Modeling, and Research Methodology that form the backbone of my data science approach. Conducted Project on "Job Satisfaction & Work-Life Balance in Bangalore's IT Sector" analyzing survey data from 205 professionals using statistical techniques.
Relevant Coursework: Econometrics, Financial Modeling, Research Methodology, Statistical Analysis, Economic Planning, International Trade & Policy
Bachelor of Arts (Economics, History, Political Science)
Bangalore University • Undergraduate Degree
Strong foundation in economic principles, policy analysis, and quantitative methods. Developed analytical thinking and research skills. Gained comprehensive understanding of economic systems and decision-making processes.
Key Areas: Economic Theory, Policy Analysis, Statistical Methods, Research Methodology, Data-Driven Decision Making
Professional Philosophy
Core values that drive my approach to data science
Innovation-Driven
Constantly exploring new methodologies and cutting-edge tools to solve complex business problems with creative data science solutions.
Collaborative
Strong cross-functional collaboration skills with proven client communication abilities and experience in stakeholder management.
Results-Oriented
Focus on delivering measurable business impact through data-driven solutions that create real value for organizations.
Certifications & Continuous Learning
Commitment to professional development and staying current with industry trends
Technical Skillset
Comprehensive expertise across tools, technologies, and methodologies for data science
Technical Tools
Development tools, frameworks, and platforms used for building data science solutions
Programming Languages
Python Libraries
Deep Learning Frameworks
NLP Libraries
Cloud & Big Data Platforms
Development Tools
Web Frameworks & APIs
Databases
BI & Visualization Tools
Technologies & Methodologies
Algorithms, methodologies, and technical approaches for data science and machine learning