Open to opportunities

Pratiksha Pawar

@pratikshapawar1

Message

I build production RAG and agentic AI systems for regulated workflows.

United States

Message

What I'm looking for

I'm looking to build secure, scalable generative AI and machine learning products, especially RAG, agentic AI, and LLMOps solutions that automate complex workflows and deliver measurable business impact.

At Deutsche Bank, I build production-grade RAG and multi-agent AI systems that automate regulatory intelligence, compliance review, and risk assessment workflows. My work reduced analyst research effort by 70%, improved financial-document extraction accuracy by 35%, and achieved 91% Top-5 retrieval relevance with citation-grounded responses.

Previously at HCLTech, I delivered machine learning, NLP, semantic search, and data-pipeline solutions using Python, PyTorch, TensorFlow, Spark, and AWS. I also built production APIs and MLOps workflows that supported scalable model deployment, automation, and decision-support systems.

Experience

Work history, roles, and key accomplishments

Current

AI / ML Engineer

Current

Deutsche Bank

Oct 2024 - Present (1 year 10 months)

Architected and deployed a production-grade RAG platform on AWS Bedrock, Snowflake, LangChain, and Pinecone, reducing analyst research effort by 70%. Designed multi-agent AI systems for compliance automation and established enterprise LLMOps practices.