Anusha Malempati
Actively looking for Data Scientist C2C opportunities
- Role
- Data Scientist with Gen Ai at Capital One
- Location
- Boston, MA, US
- LinkedIn followers
- 500 followers
About Anusha Malempati
Over 8+ years of Professional experience in Data Science, Data Analytics technologies…
Experience
Data Scientist with Gen Ai
May 2024 — Present · Boston, MA, US
Client: CapitalOne, Boston, MA May 2024-Till DateRole: Data Scientist with Gen AIResponsibilities:• Led a team to develop a real-time anomaly detection system using Time Series Forecasting with ARIMA and Prophet, and reducing false positives in network security monitoring.• Utilized GPT-based models for automating code generation and documentation.• Spearheaded a cloud migration project, optimizing machine learning pipelines on Azure Machine Learning and AKS.• Conducted model interpretability analysis using SHAP and LIME, ensuring transparency and compliance with enterprise AI ethics guidelines.• Designed and deployed a real-time recommendation engine leveraging Kafka and Apache Flink, improving user engagement.• Executed data transformations, including profiling and wrangling, and developed visualizations for exploratory data analysis, contributing to effective decision-making.• Created advanced AI and ML models, leveraging innovative techniques and algorithms to extract actionable insights from complex datasets.• Engineered new features through data munging and performed ETL processes for efficient data handling and storage.• Utilized SQL queries for aggregating and summarizing tables, facilitating streamlined data analysis.• Involved in using multiple Azure Cognitive microservices APIs for business applications like OCR for extracting text from Pdf forms, face detection and recognition, NLP- sentiment analysis, NLU-language identification analysis, text analytics- image to text, NLU- Azure LUIS for identifying the utterance and intent and entities from text and images.• Leveraged Gen Ai to expand automation capabilities, accelerate decision-making processes, and mitigate the risk of errors.• Utilized R markdown to prepare comprehensive exhibits and documentation, ensuring transparent and reproducible reporting for various stakeholders.
Education
Clark University
Masters in Data Analytics (STEM)
G. Pulla Reddy Engineering College
Bachelors in Computer Science and Information Technology, Computer Science
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