Professional Experience

My Journey in Data Science & Analytics Excellence

Career Overview

Results-driven Data Science professional with 2+ years of progressive experience in analytics, machine learning, and business intelligence. Proven track record of delivering measurable business impact through data-driven solutions, with expertise spanning from hands-on technical implementation to strategic business consulting.

Career Timeline

Data Science Consultant Intern

Rubixe™ - AI Solutions Company
September 2024 - March 2025 (7 months)
Bangalore, India
Assisted in leading data science initiatives at a leading AI solutions company by supporting proof-of-concept projects and helping translate complex data science concepts into practical business insights. Collaborated with cross-functional teams to improve workflows and contribute to client-focused machine learning solutions and analytics.
Key Business Results
85%
Client Satisfaction
30%
Efficiency Gains
  • ML Model Development: Executed proof‑of‑concept (POC) projects using ML models, translating data science theory into actionable solutions such as lead prioritization.
  • Client Consulting Excellence: Enhanced client satisfaction by 85 % through tailored machine learning solutions.
  • Cross-functional Collaboration: Collaborated with cross‑functional teams to resolve operational bottlenecks, resulting in 30 % efficiency gains in client workflows.
Technologies & Skills Applied
Python XGBoost Machine Learning GridSearchCV Lead Scoring Business Analytics Client Consultation POC Development Statistical Analysis Data Visualization

Coordinator - Operations & Analytics

Aditya Birla Fashion & Retail Ltd.
April 2022 - March 2023 (1 year)
Bengaluru, India
Managed critical business operations at one of India's largest fashion retail companies, overseeing financial transactions, cross-departmental workflows, and data-driven process improvements. Responsible for high-volume daily operations while contributing to strategic sales initiatives through analytical insights and process optimization.
Key Performance Metrics
99%
Accuracy Rate
100+
Daily Transactions
15%
Accuracy Improvement
10%
Sales Target Boost
  • Operational Excellence: Processed 100+ daily financial transactions with 99% accuracy, maintaining exceptional precision in high-volume, time-sensitive operations
  • Process Improvement: Systematically analyzed and resolved discrepancies in sales reports, achieving 15% improvement in reporting accuracy through data validation and process refinement
  • Cross-departmental Collaboration: Streamlined workflows across finance, operations, and sales teams by implementing standardized communication protocols and data sharing procedures
  • Strategic Impact: Contributed to 10% improvement in monthly sales targets through enhanced operational efficiency and data-driven workflow optimization
  • Analytical Foundation: Developed strong analytical and problem-solving skills in financial data processing, laying groundwork for data science career transition
  • Business Operations: Gained comprehensive understanding of large-scale retail operations, customer data management, and cross-functional team dynamics
Technologies & Skills Applied
Excel Advanced Financial Analysis Data Processing Report Generation Process Optimization Quality Assurance Team Collaboration Retail Operations Project Management

Career Evolution & Growth

A progressive journey from academic foundation to data science expertise, building comprehensive skills across multiple domains

Academic Foundation

Built strong analytical foundation through Master's in Economics from Bangalore University, developing expertise in econometrics, statistical analysis, and research methodology that forms the core of my data science approach.

Business Operations

Gained practical business experience at Aditya Birla Fashion & Retail, mastering operational excellence, data accuracy, and cross-functional collaboration while processing high-volume financial transactions.

Data Science Transition

Transitioned to AI consulting at Rubixe™, assisted in leading data science initiatives, developing ML solutions, and delivering measurable business impact through advanced analytics and strategic consulting.

Professional Skills Development

Technical Leadership & Innovation

Machine Learning Architecture Advanced Python Programming MLOps & Model Deployment XGBoost & LightGBM SHAP Analysis & Interpretability Feature Engineering Statistical Modeling Data Pipeline Development Open Source Contribution

Business Strategy & Consulting

Strategic Client Consulting Cross-functional Leadership Business Intelligence Process Optimization Stakeholder Management Project Management Executive Communication Change Management ROI Analysis

Analytics & Data Science

Predictive Modeling Lead Scoring Systems Customer Analytics Performance Analysis A/B Testing KPI Development Trend Analysis Report Automation Data Visualization

Industry Expertise & Applications

Retail & E-commerce Analytics Financial Services & Risk Sales & Marketing Analytics HR Analytics & Performance Customer Segmentation Revenue Optimization Operational Efficiency AI Solution Architecture Digital Transformation