Vetted MLflow Professionals

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Junior Computer Vision Engineer specializing in generative AI and autonomous perception

Goa, India2y exp
KGiSL Educational InstitutionsKGISL Institute of Technology
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Kumar Manik - Intern AI Engineer specializing in LLMs, MLOps, and RAG systems

Kumar Manik

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Intern AI Engineer specializing in LLMs, MLOps, and RAG systems

0y exp
Elevate LabsBarkatullah University

Built and shipped a production-grade RAG-powered news summarization and Q&A product, tackling real-world issues like retrieval drift, hallucinations, latency, and autoscaling deployment (Docker + FastAPI + Streamlit Cloud). Experienced in end-to-end ML/LLM workflow automation using Airflow, Kubeflow Pipelines, and MLflow, and has demonstrated business impact (40% inference precision improvement) through close collaboration with non-technical stakeholders at Evoastra Ventures.

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Built and deployed an LLM-powered financial document processing and summarization platform at Morgan Stanley using a production RAG pipeline (PDF ingestion, embedding-based retrieval, schema-constrained JSON outputs) delivered via FastAPI microservices on Kubernetes. Drove measurable impact (40% reduction in manual review time) and improved factual accuracy for numeric fields by 30% through metadata-aware retrieval, strict schemas, and post-generation validation, with a human feedback loop from financial analysts.

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