Surya Singh
Building GenAI Applications | LangChain • LangGraph • Vector & Knowledge-Graph RAG Pipelines • AWS
- Role
- Software Engineer at Saayam For All
- Location
- Indianapolis, IN, US
- LinkedIn followers
- 500 followers
About Surya Singh
AI/ML Engineer with 4+ years of experience in financial services, building…
Experience
Software Engineer
Jul 2025 — Present
Built and maintained Python/FastAPI services and model endpoints, containerized with Docker and deployed on AWS EKS.– Created training and inference pipelines, automated with CI, and tracked experiments in MLflow.– Implemented Kafka (Amazon MSK) event streams for real-time analytics.– Designed PostgreSQL/Aurora schemas and wrote SQL for features, cohorts, and KPI reporting.– Added reliability with CloudWatch metrics, structured logs, alerts, and unit plus integration tests.
Education
Rajasthan Technical University
Bachelor of Technology - BTech, Computer Science
California State University, Fullerton
Master's degree, Information Systems (Data Science Specialization)
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