Contributed to the development and ongoing operation of LiveBazaar, a live commerce platform built around real-time user interaction and continuous product iteration.
Worked across mobile and web surfaces to deliver stable, bug-free releases while improving core features based on observed user behavior. The role emphasized reliability, fast execution, and data-informed decision-making in a live production environment.
About the Product
LiveBazaar enables real-time commerce experiences, combining live interaction with product discovery and purchasing. The platform requires high reliability and responsiveness due to its interactive nature and continuous user engagement.
Responsibilities & Contributions
Delivered mobile and web application features in production
Shipped stable, bug-free releases across platforms
Executed feature improvements aligned with real user workflows
Implemented product analytics to track behavior and engagement
Iterated continuously based on usage data and insights
Engineering Scope & Systems
Mobile and web application delivery
Feature execution from specifications to production
Analytics-driven product improvements
Stability and performance in real-time interaction flows
Key Features & Areas of Impact
Real-time interaction workflows
Cross-platform (mobile & web) feature delivery
Analytics instrumentation using Mixpanel
Workflow-based feature refinements
Continuous improvement cycles driven by user data
Key Engineering & Product Decisions
Stability-first delivery for live systems
Prioritized bug-free releases and reliability due to the real-time nature of the platform.
Workflow-driven feature improvements
Refined features based on how users actually interacted with live commerce flows.
Analytics as a core feedback loop
Used Mixpanel data to validate assumptions and guide iteration priorities.
Cross-platform consistency
Ensured mobile and web experiences stayed aligned to reduce friction across devices.
Outcome & Learnings
LiveBazaar demonstrated the importance of reliability and fast iteration in interaction-heavy platforms. The project strengthened experience in operating live systems, shipping across platforms, and using analytics to drive continuous improvement in production products.
Product Screenshots
App Logo
Watch & Shop In-App
In-App Purchase and Order Management
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Posted Jan 6, 2026
Worked on the delivery of LiveBazaar with real-time interaction, shipping mobile and web releases, improving workflows, and driving decisions through analytics.