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MS
Mahan Santosh Satya Sai Ashish Bandaru
Mid-level Software Engineer specializing in FinTech full-stack and AI applications
Remote, USASoftware Engineer Intern3 years experienceInternFinancial ServicesBankingFinTech
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About
Built and productionized an NLP-powered customer support assistant at JPMorgan Chase for digital banking, focused on reducing response time for repetitive client queries. Strong in real-world AI deployment challenges—sensitive data handling, low-latency FastAPI services, and AWS/Kubernetes operations with CI/CD—plus a metrics- and guardrails-driven approach to reliable AI workflows.
Experience
Software Engineer InternJPMorgan Chase
Software EngineerLTIMindtree
Education
Arizona State Universitymaster, Information Technology and Project Management (2025)
National Institute of Technology Rourkelabachelor, Mining Engineering (2023)
Key Strengths
- Built and deployed an NLP-powered banking support assistant to reduce customer response time
- Handled sensitive data constraints with rigorous filtering and cleaning procedures
- Performance engineering: reduced latency via embedding caching and async FastAPI optimization
- Production deployment experience on AWS with secure, reliable DevOps practices
- Kubernetes orchestration for autoscaling and safe rolling updates during traffic spikes
- Reliability-focused AI workflow design with metrics, guardrails, fallbacks, and monitoring
- Experiment-driven model/retrieval/prompt selection balancing accuracy, consistency, cost, and latency
- Effective collaboration with non-technical stakeholders to translate needs into model requirements and guardrails
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