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Ramandeep SinghRS
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Ramandeep Singh

@ramandeepsingh8

I build resilient loan platforms, geospatial applications, and AI-powered workflow automation.

India
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At Hero FinCorp, I build core services for the ELM platform, including the Banking Analysis microservice that orchestrates AA journeys, consent collection, and BRE decisioning for pre-approved loan limit enhancements.

I own roughly 80% of the pre-qualified loan journey end-to-end across backend and frontend. I also proposed an API orchestration sequence that reduced third-party spend per customer by about 57% and implemented circuit breakers for stronger downstream resilience.

I've built conversational AI prototypes using LiveKit, TTS/STT, and LLM orchestration, alongside AI products including an NL-to-SQL BI platform and a Hybrid RAG document intelligence platform. My work includes self-healing SQL agents, semantic caching, and Redis session memory that reduced repeated-query latency by 98%.

Previously at Mapsense, I built location-query and spatial-analysis capabilities including heatmaps, clustering, and buffer analysis. I work across Java, Spring Boot, React, TypeScript, AWS, databases, and AI agent frameworks.

Experience

Work history, roles, and key accomplishments

Education

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Harcourt Butler Technical University logoHU

Harcourt Butler Technical University

Bachelor of Technology, Information Technology

Grade: 8.7 CGPA

Pursued a Bachelor of Technology in Information Technology with a CGPA of 8.7.

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