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Kumar Sharma

Kumar Sharma

Innovative AI Engineer specializing in Generative AI, Graph-RAG architectures, and enterprise-grade developer tooling

Talent
IliganMember since June 25, 2026
FastMCPCross-Encoder RerankingGraph-RAGFastAPIPydanticAsyncioPythonRedisAzure Cosmos DBGremlin Graph APIVector EmbeddingsStateful Prompt CachingDockerServer-Sent Events (SSE)MicroservicesTree-sitterAbstract Syntax Trees (AST)BM25BAAI/bge-m3all-MiniLM-L6-v2
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FastMCPCross-Encoder RerankingGraph-RAGFastAPIPydantic

About

Innovative AI Engineer specializing in Generative AI, Graph-RAG architectures, and enterprise-grade developer tooling. Proven track record designing high-scale hybrid retrieval platforms and production code search engines using automated AST parsing, structural JSON chunking, and high-performance vector-to-graph database mappings. Expert in orchestrating autonomous agentic workflows, incremental CI/CD code synchronization, and low-latency streaming microservices.

Experience

Innovative AI Engineer, Machine Learning (ML) specialist, and Software Engineer specializing in Generative AI, Graph-RAG architectures, and enterprise-grade developer tooling. Proven track record designing high-scale hybrid retrieval platforms, production code search engines, and low-latency streaming microservices. Expert in orchestrating autonomous agentic workflows, multi-threaded ingestion, and incremental CI/CD code synchronization.

Education

B.E. in Electronics & Telecommunication Engineering – Army Institute of Technology (AIT)

Skills

Graph-RAG architecturesand enterprise-grade developer tooling

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