
Rishi Kumar G.
Senior GenAI/ML Engineer @ Capital One
About
Senior GenAI / AI Platform Engineer with 9+ years of experience building and deploying production machine learning and LLM systems across finance, healthcare, and enterprise platforms. Over the past three years, focused on LLM systems, including RAG pipelines, agentic workflows, and intelligent automation, building systems used by thousands of users across compliance, knowledge retrieval, and multi-agent decision workflows. Expertise spans end-to-end AI systems, from data engineering and model development to production deployment on AWS and Azure using MLOps. Focused on building accurate, reliable, and production-adopted AI systems at scale.
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United States
Information Technology & Services
Retrieval-Augmented Generation (RAG), Agentic AI Development, LLM Evaluation, Flask APIs, Feature Engineering (PySpark), LLM Prototyping (AWS Bedrock, OpenAI), MLOps (SageMaker, MLflow, Airflow), Data Validation (Great Expectations), Model Serving (FastAPI), NLP Systems (Classification, NER), Healthcare Document AI, AWS (S3, Glue), NLP (BERT), Recommender Systems, PyTorch / TensorFlow, Model Monitoring, AWS (SageMaker, EMR, Kinesis), Demand Forecasting, Real-Time ML Systems, Fraud Detection
Experience
Rishi Kumar G.'s Contact Information
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