Pavan Kumar
AI Engineer | NLP, Computer Vision & LLM Specialist | MLOps & Cloud Deployment (AWS, GCP, Azure)
- Role
- Ai Engineer at Stripe
- Location
- Union City, GA, US
- LinkedIn followers
- 500 followers
About Pavan Kumar
AI Engineer with 3+ years of experience building intelligent, scalable FinTech solutions…
Experience
Ai Engineer
Aug 2024 — Present
Designed risk-scoring models using PyTorch and XGBoost, analyzing 4.2 million daily credit applications, improving loan approval precision by 23% while minimizing false positives across lending operations.• Implemented reinforcement learning strategies for personalized card offers, leveraging real-time transaction streams, driving customer engagement uplift by 19% and boosting active cardholder retention within retail banking services.• Automated ETL pipelines using Apache Airflow and Snowflake, processing 12TB enterprise data monthly, accelerating compliance reporting by 37% and ensuring regulatory alignment with SEC and FINRA standards.• Deployed fraud detection microservices through Docker, Kubernetes, and AWS SageMaker, reducing deployment times by 68%, and enabling real-time anomaly detection across 5 million+ daily digital transactions.• Developed NLP-driven chatbots with Hugging Face Transformers and LangChain, handling customer queries daily, enhancing resolution speed by 28% and lowering average call center workload significantly.• Created interactive dashboards using Tableau and Power BI, visualizing risk exposure metrics for 300+, enabling datadriven financial strategies and strengthening decision-making efficiency across multiple banking divisions.
Education
Auburn University at Montgomery
Master of Science - MS
SR Engineering College
Bachelor of Technology - BTech
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