Kiran Bandreddy

Co-Founder

Bengaluru, Karnataka, India4 yrs 11 mos experience
AI Enabled

Key Highlights

  • Expert in building reliable AI systems for real workflows.
  • Proven track record in product management across leading tech companies.
  • Entrepreneurial experience in developing innovative AI solutions.
Stackforce AI infers this person is a Product Manager specializing in AI solutions for Healthcare and SaaS industries.

Contact

Skills

Core Skills

Ai Product ManagementHealthcare SolutionsEntrepreneurshipProduct ManagementUser Experience DesignSupply Chain ManagementSoftware DevelopmentIot Solutions

Other Skills

AIHealthcareDocument UnderstandingPolicy ChecksMedical ValidationProduct DevelopmentPricing StrategyDistributionUser ExperienceAd FormatsFintechCustomer SupportOnboardingRevenue GrowthDecision Making

About

Iโ€™m currently building AI employees that can be trusted in real workflows, not just demos. Over the last few years, Iโ€™ve worked across product, AI, and startups, but one pattern kept showing up again and again: Most AI systems look impressive in isolation, yet break down when deployed inside real organizations โ€” due to reliability issues, lack of control, and poor integration with existing workflows. That gap is what Iโ€™m focused on solving now. As an ๐€๐ˆ ๐๐ซ๐จ๐๐ฎ๐œ๐ญ ๐Œ๐š๐ง๐š๐ ๐ž๐ซ and a ๐…๐จ๐ฎ๐ง๐๐ž๐ซ (Ex) at AIonDemand and I work at the intersection of: โ€ข agentic system design โ€ข applied LLM architectures (RAG, fine-tuning, orchestration) โ€ข production-grade reliability and control โ€ข human-in-the-loop workflows Before this, Iโ€™ve built and shipped products at ๐๐š๐ฒ๐ญ๐ฆ and ๐…๐ฅ๐ข๐ฉ๐ค๐š๐ซ๐ญ, and led AI-driven platforms across B2B and B2C contexts. Iโ€™ve also experienced the full founder journey โ€” from building and scaling to running out of money โ€” which fundamentally reshaped how I think about distribution, execution, and product reality. Iโ€™m not interested in โ€œAI hype.โ€ Iโ€™m interested in ๐€๐ˆ ๐ฌ๐ฒ๐ฌ๐ญ๐ž๐ฆ๐ฌ ๐ญ๐ก๐š๐ญ ๐ฐ๐จ๐ซ๐ค. If youโ€™re building, deploying, or thinking seriously about agentic AI inside real organizations, Iโ€™m always happy to exchange notes.

Experience

4 yrs 11 mos
Total Experience
1 yr 4 mos
Average Tenure
10 mos
Current Experience

Connect and heal - cnh care

AI Product Manager

Jul 2025 โ€“ Present ยท 10 mos ยท Bangalore Urban, Karnataka, India ยท On-site

  • At CNH, I work on one core problem in healthcare: insurance claims take too long and break too often.
  • A single claim passes through multiple people โ€” ops, policy teams, doctors โ€” and every handoff adds delay.
  • Iโ€™m helping replace parts of this manual flow with AI so claims move faster and more consistently.
  • We started with document understanding (the biggest bottleneck today), and are building towards AI-driven policy checks and medical validation.
  • The goal is simple: reduce claim turnaround time from weeks to days to hours.
AIHealthcareDocument UnderstandingPolicy ChecksMedical ValidationAI Product Management+1

Aiondemand.in

Founder

Apr 2025 โ€“ Sep 2025 ยท 5 mos ยท Bengaluru, Karnataka, India ยท Remote

  • I built AIOnDemand after getting frustrated with paying for multiple AI subscriptions and barely using them.
  • Instead of monthly plans, the idea was simple: pay only for the time you actually use AI tools.
  • I built a pay-as-you-use platform giving shared access to tools like ChatGPT, Claude and Perplexity.
  • I did everything end-to-end โ€” product, pricing, tech, and distribution.
  • The product reached ~300 users and paying customers โ€” and then I ran out of money.
  • That experience taught me a hard truth: building a product is not the same as building distribution, and early traction doesnโ€™t guarantee a sustainable business.
AIProduct DevelopmentPricing StrategyDistributionEntrepreneurshipAI Product Management

Spectra global

Product Manager

Jun 2024 โ€“ Jun 2025 ยท 1 yr ยท Bengaluru, Karnataka, India ยท Remote

  • Worked with founders and leadership to fix products that werenโ€™t growing.
  • Helped redesign ad formats and user flows on a digital media platform to improve reach and ad demand.
  • Simplified an internal HR product by fixing confusing workflows so employees actually used it.
  • Also worked on fintech dashboards to help teams spot fraud and compliance issues faster.
Product ManagementUser ExperienceAd FormatsFintechUser Experience Design

Paytm

Product Manager

Jun 2023 โ€“ May 2024 ยท 11 mos ยท Noida, Uttar Pradesh, India ยท Remote

  • At Paytm, I worked on fixing moments where users were confused, stuck, or dropped off in the app.
  • I improved decision and exit flows that helped users understand what to do next, reducing bounce rates by ~30% and adding ~โ‚น40L in annual revenue.
  • I also worked closely with customer support to identify repeat issues in chatbot and help flows, cutting support tickets by ~60%.
  • Along the way, I spoke directly with users, redesigned onboarding and discovery flows, and learned how small product changes can impact millions of users at scale.
User ExperienceCustomer SupportOnboardingRevenue GrowthUser Experience DesignProduct Management

Flipkart

Product Management Intern

Apr 2022 โ€“ Jun 2022 ยท 2 mos ยท Bangalore Urban, Karnataka, India ยท Hybrid

  • At Flipkart, I worked on reducing losses in the supply chain by fixing how decisions were made during pickups.
  • I identified where products were getting damaged, missed, or wrongly accepted and redesigned pickup checks across brands and categories. These changes helped prevent losses worth several crores across lifestyle and electronics.
  • I also worked on defining clear metrics, simple workflows, and on-ground checks so ops teams could catch issues early instead of fixing them later.
Supply Chain ManagementDecision MakingMetrics DefinitionProduct Management

Team up

Founder

Nov 2021 โ€“ Mar 2022 ยท 4 mos ยท Gurugram, Haryana, India ยท On-site

  • Built a campus app to help students find their people faster.
  • When students enter college, everyone struggles with the same thing โ€”
  • finding teammates for case competitions, projects, and campus activities.
  • So I built ๐“๐„๐€๐Œ ๐”๐ โ€” a campus-specific platform where students could:
  • discover other students early
  • form teams for case competitions and projects
  • access shared assignments, resources, and updates in one place
  • Think of it as a ๐ฉ๐ซ๐ข๐ฏ๐š๐ญ๐ž ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค + ๐œ๐จ๐ฅ๐ฅ๐š๐›๐จ๐ซ๐š๐ญ๐ข๐จ๐ง ๐ก๐ฎ๐› ๐Ÿ๐จ๐ซ ๐š ๐œ๐š๐ฆ๐ฉ๐ฎ๐ฌ.
  • Admins (CRs / committees) could post announcements and manage groups, so important updates actually reached students on time โ€” without WhatsApp chaos.
  • The goal was simple:
  • help students find their โ€œpartners in crimeโ€ early, collaborate better, and make college more fun and connected.
Software DevelopmentIoTCloud IntegrationArchitectureIoT Solutions

E3 tech systems & services

Associate Product Manager

Apr 2019 โ€“ Jun 2021 ยท 2 yrs 2 mos ยท Visakhapatnam

  • At E3 Tech Systems & Services, I worked on building production-grade software used in real industrial environments.
  • I designed and shipped end-to-end applications across IoT, backend systems, and enterprise UIsโ€”owning architecture, development, and delivery. The work involved translating business requirements into reliable software, integrating hardware and cloud systems, and ensuring scalability and maintainability.
  • This role built my foundation in system thinking, execution discipline, and shipping software that actually runs in the real world.

Education

XLRI Jamshedpur

PGDM (BM) โ€” Business Management

Jun 2021 โ€“ Jan 2023

Andhra University

Bachelor of Technology - BTech โ€” Computer Software Engineering

Aug 2015 โ€“ Apr 2019

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