Reddy vari Sai Srujana Reddy — Data Scientist

Hi, I am Data Scientist with 2+ years of experience designing and deploying machine learning systems for fraud detection and risk analytics in high-scale financial environments. • Improved fraud model recall from 5% to 40% by redesigning model logic, engineering fraud-specific features, and optimizing decision thresholds • Built and deployed real-time and batch ML pipelines processing 25+ lakh transactions/day with low-latency inference • Hands-on experience with Random Forest, XGBoost, Logistic Regression, DBSCAN, Isolation Forest, Autoencoders, and PyTorch • Strong expertise in Python and SQL for EDA, feature engineering, and business-driven data analysis • Designed and automated ML workflows using Kubeflow for experimentation and performance comparison • Performed model monitoring, drift analysis (PSI), and explainability (SHAP) to ensure reliability and stakeholder trust • Collaborated closely with data engineering and fraud strategy teams to deliver production-ready solutions I focus on building scalable, interpretable, and high-impact ML systems that solve real-world problems under strict accuracy, latency, and reliability constraints. Open to Data Scientist / Machine Learning opportunities where advanced analytics drives measurable business outcomes.

Stackforce AI infers this person is a Data Scientist specializing in Fintech with a focus on machine learning and fraud detection.

Location: Bengaluru, Karnataka, India

Experience: 2 yrs 7 mos