Professional Summary
Transforming complex data challenges into innovative business solutions
I am a passionate Data Science professional with a unique blend of economic theory and advanced analytics expertise. With a Master of Arts in Economics from Bangalore University and certifications from DataMites™, IABAC, and nasscom FutureSkills, I specialize in transforming complex datasets into actionable business insights that drive measurable business growth.
Previously, as a Data Science Consultant at Rubixe, I leverage machine learning and data science to deliver tailored, client-focused solutions. I have executed successful proof‑of‑concepts, collaborated with cross‑functional teams, and improved client satisfaction by deploying scalable ML solutions.
My journey in data science includes the development of InsightfulPy, a Python library with 25+ automated EDA functions published on PyPI. My work has reduced manual effort by 40% and accelerated reporting speed by 25% through intelligent automation and robust model design.
I excel in building end-to-end data pipelines—from data collection and preprocessing to model deployment and performance monitoring. My domain expertise spans financial modeling, customer analytics, employee performance analysis, and predictive maintenance.
I worked as a Coordinator at Aditya Birla Fashion and Retail Ltd., where I was responsible for accurate financial transaction processing and resolving discrepancies in sales reports, strengthening my attention to detail and business acumen.
I am driven by a strong passion for applying data science to solve real‑world problems and deliver insights that enable strategic decision-making.
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
Strong academic foundation in economics and research methodology
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.
"I believe in the power of data to transform businesses and improve lives. My approach combines rigorous statistical analysis with practical business understanding to deliver solutions that are not only technically sound but also actionable and impactful."
Certifications & Continuous Learning
Commitment to professional development and staying current with industry trends