Janani Seshadri

About Janani Seshadri

I am a Data Scientist and Generative AI Researcher with a multidisciplinary background in generative AI, computer vision, and quantum computing. I specialize in building intelligent systems that integrate structured and unstructured data to deliver actionable insights across Retail (CPG), Manufacturing, and Logistics domains.In the Retail/CPG industry, I’ve developed predictive models that combine machine learning with prompt-based pipelines to generate persona-specific insights. Using computer vision, I analyze in-store customer behavior—tracking movement patterns, engagement zones, and conversion triggers—to enable data-driven improvements in store layout and marketing strategy.As part of a Future of Marketing research initiative, I’ve designed and implemented systems leveraging LLMs, multimodal RAG, and long-term memory architectures using tools such as Azure OpenAI, LangChain, LangGraph, and LangMem. My work focuses on building context-aware prompt pipelines to enhance decision-making, personalization, and customer engagement.Earlier, I applied quantum optimization and deep learning to address complex challenges in supply chain and manufacturing. I’ve built and deployed models using U-Net, Mask-RCNN, and OpenCV, with hands-on experience in thermal image processing and 3D point cloud analysis. Core Competencies- Generative AI: Prompt Engineering, RAG, LangChain Ecosystem, LLM Pipelines- Retail & CPG Analytics: Predictive Modeling, CV-Based Customer Behavior Insights- Google Cloud Platform: Vertex AI, BigQuery, Cloud Storage, Cloud SQL, GKE, Terraform- Quantum Research: Optimization via Gate-Based Models and Annealers- ML & DL: CNNs, NLP, Forecasting, Model Deployment- Computer Vision: OpenCV, Thermal Imaging, 3D Point Clouds- MLOps: Flask, Django, REST APIs, Azure- Agile & Digital Transformation: Delivered enterprise AI solutions for global clients (US & EU)I’m passionate about translating advanced research into real-world applications—building AI systems that go beyond prediction to drive meaningful operational, marketing, and customer experience transformation.

Experience

1. Generative Ai Ml Expert and Gcp Cloud Solution Architect

   Tata Consultancy Services

   Sep 2025 — Present · Mumbai, IN

   Working as a Generative AI/ML expert and GCP Cloud Solution architect, in one of the world’s largest leaders in industrial automation, control systems and aerospace technologies.

Education

• Innodatatics

  Data Science Internship, Data Science | BI | Advanced Up-Skilling

• K J Somaiya College of Engineering Vidyanagar Campus Vidyavihar Mumbai-400 077

  Bachelors in Engineering

• 2021 Qiskit Global Summer School on Quantum Machine Learning

  Certificate of Quantum Excellence, Quantum Computing, Quantum Machine Learning

• 2023 - Qiskit Global Summer School - Theory To Implementation

  Qiskit Global Summer School 2023 - Quantum Excellence

  2023

• 2022 Qiskit Global Summer School: Quantum Simulations

  Certificate of Participation, Quantum Simulations