Tanusree Roy

About Tanusree Roy

I am a Senior Manager of Data Science at EXL with over eight years of experience driving research-led product innovation in AI and quantum computing. My passion is turning cutting-edge research into robust, production-ready capabilities that deliver measurable business impact.Technical & Research FocusAgentic AI & Embeddings• Designed and prototyped multi-agent workflows using LangGraph to transform complex JSON and unstructured data into high-quality vector embeddings.• Researched adaptive agent orchestration strategies—dynamically allocating sub-agents for data preprocessing, retrieval, and reasoning to optimize throughput and accuracy.Quantum Computing & Algorithms• Investigated quantum-inspired optimization techniques for combinatorial problems, comparing QAOA and VQE approaches on NISQ-class hardware simulators.• Developed proof-of-concept pipelines that integrate classical ML models with quantum subroutines for feature selection and parameter tuning.Product Research & Prototyping• Led end-to-end R&D sprints—from whiteboarding novel architectures to building working prototypes in Python—validating feasibility, performance, and scalability.• Authored internal white papers on semantic search acceleration, hybrid quantum-classical workflows, and automating agent handoff logic.Leadership & CollaborationMentor and coach a distributed team of ML researchers and engineers—establishing best practices in experimental design, code review, and reproducibility.Partner with product managers and stakeholders to translate exploratory research into clear MVP roadmaps, success metrics, and go-to-market strategies.Present technical findings in cross-functional forums, distilling complex concepts into actionable insights for executives and clients.I’m always eager to connect with fellow innovators in agentic AI, quantum computing, and next-generation AI products. Please feel free to reach out for research collaborations, speaking opportunities, or knowledge-sharing discussions.

Experience

1. Senior Manager Ai Solution

   EXL

   Sep 2024 — Present · Pune District, IN

   At EXL Service, I lead enterprise AI/ML architecture and innovation initiatives — architecting LangGraph-based multi-agent systems across multiple environments, spearheading quantum algorithm research, and mentoring global teams to translate cutting-edge models into robust enterprise products. My work bridges AI research and deployment, shaping scalable agentic platforms that accelerate decision intelligence for industries like insurance, BFSI, and media.

Education

• Woolf

  Master's degree, Artificial Intelligence

• Future Institute Of Engineering and Management

  Bachelor’s Degree, Information Technology

  2012 — 2016

• Khanpur Girls High School

  Computer and Information Sciences, General

  2010 — 2012