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Pranay Kumbhare

@pranaykumbhare

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Data analyst and ML practitioner specializing in finance, document classification, and production-ready AI solutions.

India

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What I'm looking for

I seek roles building production-grade ML/AI systems, focusing on LLMs, MLOps, and scalable cloud deployments in collaborative, outcome-driven teams.

I am a data analyst and machine learning practitioner with hands-on experience building production-grade AI systems, specializing in finance and document-classification domains. I write clean, OOP Python code, design ML and MLOps pipelines, and deploy transformer-based LLMs with scalable cloud infrastructure.

I have delivered projects including real-time fraud and credit-risk detection and an intelligent healthcare decision assistant, using tools such as TensorFlow, Hugging Face, LangChain, Pinecone/FAISS, Docker, and AWS SageMaker. I collaborate with stakeholders, monitor model performance, and focus on robust, compliant, production-ready solutions.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

DXC Technology

Sep 2023 - Present (2 years 10 months)

Perform data analysis and build production-ready ML solutions in finance and document classification domains, developing Transformer-based LLM pipelines, semantic search, and ML Ops deployments to deliver actionable insights and monitoring.