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Abhishek Kumar

@abhishekkumar91

I build and deploy production AI systems, leading teams across cloud-native ML, RAG, and multi-agent workflows.

Zimbabwe
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At Egen, I architect and deploy production AI systems, including a motor insurance claim eligibility platform that combines LangGraph agents, Gemini extraction, policy RAG, image-authenticity scoring, and explainable approval routing.

I lead cross-functional teams of 13 engineers through the end-to-end SDLC for AI-integrated enterprise products. I've helped senior developers adopt AI-centric workflows through practical standards for LLM orchestration, evaluation metrics, and vector database integration.

Previously, I built a cloud-native Vaccine Management Platform with Python, FastAPI, Angular, Docker, and GKE, generating more than $2M in revenue. I introduced Kubernetes reliability controls and GitHub Actions/ArgoCD delivery pipelines that reduced production bugs by 30%.

I also build secure healthcare RAG and IoT reliability systems using GCP, Vertex AI, Neo4j, PubMedBERT, CrewAI, and real-time streaming data.

Experience

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Education

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Indian Institute of Technology, Kharagpur logoIK

Indian Institute of Technology, Kharagpur

Master of Science, Science

2011 - 2016

Pursued an Integrated Master of Science degree at the Indian Institute of Technology, Kharagpur, from 2011 to 2016.

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