Balpreet Singh

Senior Technical Product Manager - AI Products & Delivery

AI Product Leader GenAI platforms, technical roadmaps, delivery governance, stakeholder outcomes

Profile

Senior Technical Product Manager with 15+ years of experience translating complex engineering, business, and customer needs into shipped enterprise products. Strong background in AI-led automation, GenAI workflows, technical product strategy, delivery governance, and stakeholder alignment across B2B and mission-critical environments.

Experienced in shaping roadmaps, writing clear product requirements, coordinating cross-functional execution, and turning emerging AI capabilities into practical internal and customer-facing products. Current focus includes LLM-powered analysis, MCP/A2A concepts, AI-assisted development, agentic workflows, and intelligent automation for faster decision-making and delivery.

Professional Experience

Senior Technical Product Manager - AI Products & Delivery

Airtel International Limited (AIL)
Dec 2019 - Present
  • Led AI-powered product initiatives for log intelligence and assisted issue resolution using Ollama-based LLM workflows, reducing MTTR by 30% and automating 40% of routine resolution paths.
  • Defined product requirements, prioritization logic, and delivery milestones for AI-driven analysis tools, aligning engineering execution with leadership, operations, and business stakeholder needs.
  • Built an MCP-integrated AI product concept for automated root cause analysis, correlating technical signals into guided investigation flows for faster decisions and repeatable playbooks.
  • Owned delivery coordination for enterprise platform initiatives, balancing roadmap scope, release readiness, dependencies, risks, and measurable outcomes across distributed teams.
  • Delivered executive-facing performance and product insight dashboards using ReactJS and TypeScript, giving stakeholders real-time visibility into adoption, service health, and decision metrics.
  • Automated database maintenance and product support workflows across MSSQL, MongoDB, and PostgreSQL using Python scripts enhanced with AI-assisted analysis.
  • Mentored engineering teams on product-minded execution, clearer requirements, collaborative delivery practices, and stakeholder communication.

Technical Product Manager - Release Automation & Delivery

Apollo Munich Health Insurance, now HDFC Ergo
Mar 2018 - Dec 2019
  • Managed release automation and deployment delivery initiatives, improving predictability for product releases, testing cycles, and production readiness.
  • Translated business, support, and engineering requirements into actionable delivery plans for automated deployment, validation, and environment readiness workflows.
  • Coordinated incident and support process improvements with cross-functional teams, using recurring issues as inputs for backlog prioritization and product/process change.
  • Led annual performance-readiness planning for peak season, coordinating test scope, risks, execution timelines, and stakeholder reporting.

Senior Technical Analyst - Product & Client Delivery

ELI India
Jun 2016 - Mar 2018
  • Partnered with international clients across Canada and Australia to capture business needs, clarify scope, and support delivery of SaaS product capabilities.
  • Travelled to Australia for client interaction, business analysis, requirement discovery, and delivery alignment with customer stakeholders.
  • Produced product, user, system, and process documentation to improve delivery clarity, onboarding, supportability, and stakeholder adoption.
  • Supported SaaS product improvements by connecting client feedback, operational learnings, and engineering execution.

Technical Analyst - Business Products

Religare Health Insurance
Mar 2014 - Jun 2016
  • Delivered customer-facing business product projects, converting stakeholder goals into functional scope, technical delivery tasks, and launch plans.
  • Improved development team processes to make product delivery smoother, more predictable, and easier to coordinate across functions.
  • Directed the Online Partner Portal workstream and supported complete product integration across business and technology teams.
  • Contributed to the development and launch of multiple web applications for insurance business workflows.

Software Engineer - Enterprise Applications

R Systems
Aug 2011 - Mar 2014
  • Built enterprise web and mobility applications for international clients using Microsoft .NET technologies and service-based architectures.
  • Worked with US and UK-based client delivery teams to implement requirements, resolve issues, and deploy production-ready applications.
  • Contributed to application architecture, implementation, issue resolution, and post-delivery stabilization across multiple engagements.