Sravya Gouni

Ai Ml Engineer @Tata Consultancy Services

Hyderabad, IN

Built, deployed, and optimized machine learning and statistical models using Python, Scikit-learn, TensorFlow, and XGBoost, improvingfraud detection and demand forecasting accuracy by 20%, directly supporting revenue protection and supply planning decisions. Engineered and maintained scalable ETL and data pipelines using Apache Airflow, PySpark, and SQL, automating ingestion of 1M+ recordsper day and reducing end-to-end data processing time by 40%. Performed advanced exploratory data analysis, feature engineering, and anomaly detection on large-scale transactional datasets touncover fraud patterns, customer behavior trends, demand drivers, improving model performance and business interpretability. Deployed real-time model inference services on AWS SageMaker and Kubernetes, handling 100K+ API requests/day with sub-200mslatency, enabling near real-time fraud alerts, pricing optimization, and churn prediction, reducing potential financial losses by 15%. Designed and delivered interactive dashboards and visual analytics using Power BI and Plotly, translating complex model outputs intoactionable insights for product, risk, and business leadership. Partnered with product, engineering, risk, and operations teams to operationalize analytics into data-driven strategies, contributing to 15%cost reduction and faster, more informed decision-making across business units. Worked closely with data governance and compliance teams to ensure GDPR compliance, data privacy, model explainability, and ethical AIpractices, strengthening regulatory readiness and stakeholder trust.

California State University-Dominguez Hills

Master of Science - MS

Mahatma Gandhi Institute of Technology

Bachelor of Technology - BTech