Venkatamanas Raghupatruni

About Venkatamanas Raghupatruni

Data Scientist with 4+ years of experience building and deploying scalable machine…

Experience

1. Data Scientist

   Intuit

   Jan 2025 — Present

   Spearhead development of machine learning models for classification, forecasting, and recommendation, delivering up to35% lift in business KPIs.• Lead integration of ML models into cloud infrastructure using FastAPI & Docker, reducing latency by 40% across live systems.• Implement advanced time-series algorithms (Prophet, ARIMA, LSTM) to improve planning forecasts by 28%.• Design scalable model retraining and monitoring pipelines using MLflow to ensure robustness post-deployment.• Apply Agile methodologies to deliver iterative, adaptable solutions that respond effectively to evolving project requirements.• Conduct hypothesis testing to assess variable relationships, enhancing data-driven decision-making processes.• Deliver production-grade models using scikit-learn and XGBoost to optimize key business operations and reduce costs by20% in selected cases.• Leverage NLP and modeling techniques like LDA and TF-IDF to extract insights and enable effective content classification.• Build interactive dashboards in Tableau and Dash to visualize model performance, business outcomes, & actionable insights.• Leverage AWS services (EC2) and BigQuery to scale data processing workflows and reduce data ingestion time by 30%.• Collaborate with database administrators to optimize MySQL database performance by tuning query execution plans.