Durai Rajamanickam

Assistant Vice President, Artificial Intelligence/Machine Learning

Voya Financial

Jun 2019 - Jun 2025 (6 years 1 month)

• Spearheaded the design and implementation of AI platforms that powered decision intelligence across the retirement, wealth management, and insurance business units. • Engineered and deployed multiple GPT-based automation systems for document classification, summarization, and intelligent search that improved processing efficiency by 60%. • Architected causal graph models and integrated them with enterprise workflows to enhance claims processing and fraud detection. • Created a modular and scalable MLOps pipeline using MLflow, Docker, and Jenkins that enabled automated training, model validation, and deployment. • Launched real-time AI microservices using FastAPI and container orchestration for high throughput scoring, reducing latenc

Senior Manager, Enterprise Advisory & AI Leadership

Accenture

May 2018 - Jun 2019 (1 year 2 months)

• Advised C-level stakeholders at 12 Fortune 100 clients on AI modernization and causal inference frameworks • Designed high-stakes AI systems in healthcare using Double Robust Estimation, sensitivity analysis, and model refutation • Integrated LangChain-based legal document workflows for clause scoring, driving 70% reduction in manual review cycles • Built platform-wide compliance analytics systems using explainable AI, logging lineage and bias mitigation metadata • Helped to scale a legal intelligence product using GPT and clause classification transformers for a Legal eDiscovery/Information Management startup • Integrated vector search, attention models, and ensemble NLP pipelines to reduce false negatives by 45% • Delivered full-

Senior Manager, Executive AI/ML Transformation Consulting

Publicis Sapient

Dec 2017 - May 2018 (6 months)

• Architected capital markets fraud detection system using graph-based causal models; reduced fraud exposure by $5M+ • Implemented synthetic control methods for regulatory experimentation, improving prediction precision by 25% • Managed multi-client platform rollouts, accelerating project velocity by 30% through modular design

Associate Director, Business Analytics

Cognizant

May 2004 - Dec 2017 (13 years 8 months)

• Architected an enterprise NLP platform to process more than 600TB of legal contracts, using transformer models, rule-based systems, and weak supervision techniques. • Delivered voice-enabled analytics platforms using wav2vec2, integrated with ML backends to automate call center analytics. • Oversaw delivery of HIPAA and SOX compliant AI tools for life sciences and financial clients, embedding explainability and fairness checks across the ML lifecycle. • Built scalable, cloud-native pipelines to support batch and real-time processing of structured and unstructured data. • Mentored teams across India, Europe, and North America, establishing governance best practices and code quality standards.

Durai Rajamanickam

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