Rishi Kumar G.

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.

Country

-

City

United States

Industry

Information Technology & Services

Skill

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

Capital One

Senior GenAI/ML Engineer

Capital One

LinkedIn
2024-5 - Present · 2 yrs 5 mos

Reston, VA

Humana

AI/ML Engineer

Humana

LinkedIn
2022-9 - 2024-4 · 1 yr 8 mos

Louisville, KY

Amazon

Machine Learning Engineer

Amazon

LinkedIn
2018-10 - 2022-8 · 3 yrs 11 mos
Zensar Technologies

Python Developer / Data & ML

Zensar Technologies

LinkedIn
2016-6 - 2018-8 · 2 yrs 3 mos

Education

Kakatiya University, Warangal

Kakatiya University, Warangal

LinkedIn

Computer Science

2012 - 2016 · 4 yrs

Rishi Kumar G.'s Contact Information

Email

******@***.com

Phone

(**) *** ****

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