Rohan Varma Bandari

Rohan Varma Bandari

Generative AI Engineer @ Wells Fargo

About

I started my career fascinated by how data tells stories across industries from understanding customer behavior in retail to protecting financial systems from fraud and compliance risks. That curiosity naturally pushed me toward machine learning and AI as tools to solve complex, real-world problems at scale.Over the last 4 years, I’ve built and deployed data science, machine learning, and Generative AI solutions across Finance, Healthcare, and Retail, with a consistent focus on turning data into practical outcomes. At Aditya Birla Retail, I worked on recommendation systems and demand forecasting models that improved inventory planning accuracy by 35%. At Omega Healthcare, I designed fraud detection pipelines for insurance claims, reducing fraudulent activity by 60% while providing explainable insights to analysts.Currently at Wells Fargo, I work on Generative AI systems in highly regulated environments. I’ve built GenAI-powered compliance and banking intelligence platforms using LLMs, Retrieval-Augmented Generation (RAG), and multi-agent workflows to automate financial document review, fraud risk identification, and regulatory compliance validation. These systems significantly reduced manual review effort while supporting auditability, explainability, and governance requirements.What excites me most is bridging the gap between advanced AI capabilities and real enterprise needs designing systems that are not only technically strong, but also reliable, explainable, and usable by the teams that depend on them.

Country

-

City

United States

Industry

Computer Software

Skill

LangChain, CrewAI, Retrieval-Augmented Generation (RAG), GPT-4o, LLaMA 3, LoRA, QLoRA, Whisper, Azure Form Recognizer, Prompt Engineering, OpenAI, Financial Modeling, AUC-ROC, BLEU, ROUGE, FastAPI, XGBoost, LightGBM, Autoencoders, SHAP

Experience

Wells Fargo

Generative AI Engineer

Wells Fargo

LinkedIn
2024-5 - Present · 2 yrs 5 mos

United States

Designed GenAI-powered risk and compliance systems using LangChain, RAG, and CrewAI. Built multi-agent pipelines and fine-tuned GPT-4o and LLaMA 3 for fraud detection and financial modeling. Integrated Whisper and Azure Form Recognizer for entity extraction. Reduced document review time by 75% and improved fraud detection by 50%.

Omega Healthcare Management Services

Data Scientist

Omega Healthcare Management Services

LinkedIn
2022-4 - 2023-7 · 1 yr 4 mos

India

Built ML models for fraud detection, cost prediction, and anomaly detection using XGBoost and LightGBM. Deployed models on AWS SageMaker with explainability through SHAP. Designed HIPAA-compliant dashboards to track clinical outcomes, reducing fraudulent claims by 60% and boosting process efficiency by 35%.

Aditya Birla Fashion and Retail Ltd.

Machine Learning Engineer

Aditya Birla Fashion and Retail Ltd.

LinkedIn
2021-6 - 2022-3 · 10 mos

India

Developed NLP solutions for sentiment analysis and fake review detection using BERT and ABSA. Built product recommendation engines and demand forecasting models with LSTM and TFT. Analyzed over 10M customer transactions, resulting in a 35% increase in inventory efficiency and 18% rise in basket size.

Education

University of North Texas

University of North Texas

LinkedIn

Computer Science

Vidya Jyothi Institute Of Technology

Vidya Jyothi Institute Of Technology

LinkedIn

Rohan Varma Bandari's Contact Information

Email

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

Phone

(**) *** ****

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