Open to opportunities

Amal Singh

@amalsingh1

Message

I build production GenAI agents, RAG platforms, and ML systems.

India

Message

What I'm looking for

I'm looking to build scalable, reliable GenAI and machine learning systems that solve real business problems, from data ingestion and model development through deployment and evaluation.

At Benori, I build enterprise GenAI platforms spanning document ingestion, RAG and GraphRAG retrieval, multi-agent workflows, and AI evaluation. I’ve led production systems including a knowledge platform for 15K+ documents that achieved 98% faithfulness and 99% citation accuracy.

I’ve also delivered computer vision models for diabetic retinopathy and glaucoma detection at AIMILLtd, alongside OCR and LLM-based PII extraction. I focus on reliable AI systems that turn complex data into practical business outcomes.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer (Senior Tech Analyst)

Current

Benori

Mar 2025 - Present (1 year 6 months)

Engineered and deployed enterprise-scale GenAI agent pipelines using LangChain, LangGraph, OpenAI Agents SDK, LangFuse, and MongoDB for document ingestion, RAG, and QA workflows. Authored AI/data solution proposals and technical architectures for enterprise clients.

Lang Chain LangGraph OpenAI SDK Langfuse MongoDB RAG Graph RAG MCP fastAPI Next.js Azure Docker CI CD Python React TypeScript LLM As Judge Harness ETL System Design

Senior Engineer (Data Science)

AIMILLtd

Sep 2024 - Mar 2025 (6 months)

Developed and deployed computer vision models for diabetic retinopathy and glaucoma detection, a video-based vitals prediction pipeline, and automated PII extraction using OCR and LLM.

Computer Vision Deep Learning OCR LLM MLFlow Python Model Deployment PII Extraction