Sathya TNV

CEO

Hyderabad, Telangana, India13 yrs 8 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Architected production-scale RAG systems processing 10M+ documents.
  • Led launches of AI-powered products generating $12M+ revenue.
  • Global 25th rank in Kaggle competition.
Stackforce AI infers this person is a Fintech AI Product Manager with expertise in RAG systems and conversational AI.

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Skills

Core Skills

Ai Product ManagementProduct StrategyProduct ManagementGo-to-market StrategyChatbot DevelopmentMachine LearningProject ManagementData ScienceData Analytics

Other Skills

Natural Language Processing (NLP)Multilingual NLPgen aiRetrieval-Augmented Generation (RAG)ragagenticDialogflowLeadershipProduct MarketingBusiness StrategyBig Data AnalyticsDevOpsAnalytical SkillsProduct DevelopmentAmazon Web Services (AWS)

About

*RAG Systems & Agentic Workflows Specialist | Strategic Partnership Development| Market Research & Competitive Analysis|Product Roadmap & Vision *AI Engineer turned AI Product Manager *Strong track record of analyzing enterprise challenges and shaping them into scalable AI initiatives that elevate user experience and streamline operations across the organization. * Seasoned AI Product Development & Management Professional with 14 years experience specializing in ML models, Transformer based foundational models, Retrieval-Augmented Generation (RAG) systems and agentic workflow orchestration. *Delivered technical consultations and advisory services to partners, guiding them through the presales to deployment lifecycle both technical and functional. *****Agentic and RAG AI Expertise**** *Architected production-scale RAG systems processing 10M+ documents across enterprise knowledge bases *Implemented vector database solutions (Pinecone, Weaviate, ChromaDB) for semantic search optimization *Designed autonomous agent workflows using LangChain, CrewAI, and AutoGen frameworks *Built multi-agent collaboration patterns for complex business process automation *Developed intelligent routing systems with memory persistence and decision trees. *Developed GTM plan, strategy and material. Proven Results: Worked with Fortune 20 companies (UHG, Verizon) implementing RAG-enabled customer service agents and Agentic automated workflows. Global 25th rank in Kaggle competition. Led launches of AI-powered products generating $12M+ revenue: ***KEY ACHIEVEMENTS*** Key solutions designed on top of Agentic RAG: *Tech Leaders & MSP Automation Dashboard – A command center for technology leaders to automate JIRA, & Zendesk workflows, orchestrate AI agents, and deploy auto-resolution agents for ticket handling, infrastructure tasks, and operational efficiency. *Agentic AI Watchers for competitive intelligence. *AI agent based CXO Dashboards. *Enterprise Search Dashboards: Self-service platform for enterprises to sign up, upload documents, and chat with their knowledge base using advanced RAG capabilities *Human-like conversational voice agents for cold-calling, lead qualification, and customer-care workflows, powered by enterprise knowledge bases and real-time RAG reasoning for highly accurate, context-aware responses. Technical Stack: Vector DBs: Pinecone, Weaviate, FAISS | Agent Frameworks: LangChain, CrewAI, AutoGen | LLMs: OpenAI GPT, Anthropic Claude, Google Gemini | Cloud: AWS Bedrock, Azure AI Studio, Google Vertex AI | Orchestration: Airflow, Prefect, Tempora

Experience

Jpmorganchase

Executive Director - Agentic AI Products and Solutions

Feb 2026Present · 2 mos · Hyderabad, Telangana, India · On-site

  • Agentic AI Transformation at JPMorgan
  • A New Era of Intelligence at JPMorgan Chase & Co.
  • Tasked with a mission that is as bold as it is transformative: evolving our operations across 50+ verticals into a cohesive, Agentic AI-driven ecosystem.
  • We aren’t just "automating" tasks; we are architecting a future where intelligent agents collaborate across complex workflows to solve problems before they even arise. My focus will be on moving beyond static processes toward dynamic, self-evolving systems that empower our 50 plus Line of Businesses to focus on what matters most: high-level strategy and client impact.
  • The Goal: To set the global gold standard for how a modern financial institution operates in the age of autonomy.

Kore.ai

Director of AI Products

Jun 2023Feb 2026 · 2 yrs 8 mos · Hyderabad, Telangana, India · On-site

  • Leading a cross-functional Product team in creating a highly flexible and scalable Low code chatbot framework, allowing clients to tailor chatbots backed by using AZURE Open AI , Anthropic or by bringing their own LLM models and data to finetune to their specific needs.
  • As part of my Job, I actively engage in product discovery calls, talk to the clients and the Customer Success teams to find out what users need and comprehend any challenges they are facing and might encounter. I thoroughly assess how the products we are developing can address clients' pain points and can add value to the product. Subsequently, I turn that information into clear stories, outlining the features and improvements required. From there, I strategically decide what tasks to focus on first to deliver the most value for the business and enhance the overall user experience.
  • While the above mentioned scope is my primary responsibility, I additionally take care of
  • Market research to stay informed about industry trends & competitor products.
  • Develop and maintain the product roadmap, outlining the strategic direction and future enhancements for the product.
  • Make informed decisions about product direction and positioning by performing a SWOT analysis to understand internal and external factors that could impact the product.
  • Work closely with development, design, marketing, CS and Sales teams to develop Product initiatives and ensure alignment if there are any gaps.
  • As a Pre mortem exercise, I conduct scenario planning exercises to anticipate any potential outcomes in the face of identified risks and establish contingency plans to address any risks that cannot be completely mitigated.
  • After every release or Launch, we engage in a post-mortem exercise to analyze how identified risks were handled & what unexpected scenarios came up. We document these insights to inform and enhance future projects.
Natural Language Processing (NLP)Multilingual NLPgen aiRetrieval-Augmented Generation (RAG)ragagentic+2

Zaggle

Director Of Products

Dec 2021Jul 2023 · 1 yr 7 mos · Hyderabad, Telangana, India

  • Overseeing entire product enhancements & deployments from vision and creation to rollout and delivery.
  • Developed a Go-to-Market strategy by strengthening the core product and boosting relevant relationships.
  • Strengthen business partner relationships by providing subject matter consultation, expert guidance on the sourcing and use of research, and thought leadership.
  • Excellent domain expertise in the Payments domain regarding Global PSP Integrations, payments value chain, KYC/KYB processes across different geographies, MCC code-based strategy, Payment Gateway Integrations, and Payment reconciliation.
  • Determined the product strategy, release-level feature choices, and the economic rationale for every major effort of the Product enhancements.
  • Attained Cross-Selling Sales Profits of more than 78% while leading AI recommendation product
  • development.
  • Presenting periodic status updates regarding product updates, optimisation, and process to the
  • Stakeholders and CEO teams.
  • Created cost-benefit analysis and ROI assessments that were used as the basis for decision-making on proposed IT implementation projects.
  • Conducted GAP Analysis and feasibility analysis to identify variance between system capabilities and business requirements to address customisation requests from the clients.
  • Researched and designed State of Art Frameworks and Industry-wide solutions to target a specific
  • audience in a unique and specific way.
  • Learning /operations research techniques to create product solutions for the business team to
  • consume.
  • Define and develop Product features in-line with the product roadmap and release scope.
  • Collaborated with sales and Marketing teams on product positioning, announcements, customer
  • adoption initiatives, launch activities, and broader customer engagement.
Chatbot DevelopmentDialogflowLeadershipProduct MarketingBusiness StrategyProduct Management+2

Verizon

Product Consultant (Case Management, Marketing Analytics, Risks and Retention)

Jul 2018Dec 2021 · 3 yrs 5 mos · Hyderabad Area, India

Chatbot DevelopmentDialogflowDevOpsAnalytical SkillsProduct DevelopmentProduct Marketing+9

Unitedhealth group

Senior Software Engineer

Jun 2017Aug 2018 · 1 yr 2 mos · Hyderabad Area, India

Chatbot DevelopmentDevOpsProject ManagementAmazon Web Services (AWS)Machine LearningPegasystems PRPC+2

Infosys

Associate Consultant

Aug 2012Jun 2017 · 4 yrs 10 mos · Hyderabad Area, India

Data AnalyticsDevOpsPegasystems PRPCData AnalysisData Science

Education

Stanford University Department of Management Science & Engineering

Design Thinking

Nov 2019Mar 2020

Indian Institute of Management, Kozhikode

Master of Business Administration - MBA

Jan 2018Jan 2020

National Institute of Technology Warangal

M.Tech — AI-ML

Jan 2012Jan 2014

Stanford University Graduate School of Business

Design Thinking

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