Bhavya B.

Software Engineer

Bengaluru, Karnataka, India8 yrs 5 mos experience

Highly Stable

Key Highlights

Expert in building high-availability architectures.
Led centralization of Microsoft Ads revenue data.
Proven track record in distributed systems handling 100M+ transactions.

Stackforce AI infers this person is a Backend Engineer specializing in SaaS and distributed systems architecture.

Contact

Skills

Core Skills

Data ArchitectureDistributed SystemsMicroservicesCloud InfrastructureSystem DesignMonitoring Solutions

Other Skills

Microsoft FabricData ReliabilityCross-team ReportingAmazon CloudWatchAmazon VPCAmazon DynamoDBJavaNoSQLSQLHLD/LLDUI WorkflowsEnd-to-End TestingAPI GatewayProactive MonitoringCross-team Integration

About

Senior Backend Engineer building and shaping large-scale distributed systems and mission-critical data platforms. I specialize in designing high-availability architectures where correctness, resilience, and operational excellence are foundational. Currently working on the centralization of Microsoft Ads revenue data, architecting an end-to-end platform that consolidates 25+ global sources into a single, trusted source of truth. This system underpins downstream analytics and business reporting across teams, materially improving data reliability and decision velocity. I’m also designing a backend-agnostic facade layer to decouple UI and analytics consumers from underlying storage systems (Fabric, ClickHouse, etc.), enabling long-term architectural flexibility. Also planning a zero-defect revenue and PII data migration with strict accuracy and integrity guarantees. My background includes building and operating distributed systems handling 100M+ transactions per day, where I’ve driven architectural decisions, improved reliability posture, and contributed to high-scale, production-critical workflows. I work across system design (HLD/LLD), lead design discussions, and make principled trade-offs across scalability, latency, durability, and cost. I’m known for strong ownership, rigorous design thinking, and delivering systems that scale cleanly — both technically and organizationally.

Experience

8 yrs 5 mos

Total Experience

2 yrs 8 mos

Average Tenure

4 mos

Current Experience

Microsoft

Software Engineer II

Jan 2026 – Present · 4 mos · Bengaluru, Karnataka, India · Hybrid

Centralizing Microsoft Ads revenue data by building end-to-end pipelines using Microsoft Fabric to ingest and enrich data from 25+ global sources. This SSOT serves as the foundational data layer for downstream analytics, significantly improving data reliability and cross-team reporting speed.

Microsoft FabricData ReliabilityCross-team ReportingData ArchitectureDistributed Systems

Amazon

2 roles

Software Development Engineer 2

Aug 2022 – Oct 2024 · 2 yrs 2 mos

Amazon CloudWatchAmazon VPCAmazon DynamoDBJavaMicroservicesNoSQL+2

Software Engineer

Aug 2022 – Oct 2024 · 2 yrs 2 mos

Legal Representative Verification
● Delivered end-to-end legal representative verification, including document collection, by designing a scalable, consistent workflow that unlocked onboarding of strategic clients such as Sell on Amazon and AWS Marketplace
● Authored HLD/LLD, implemented UI workflows, end-to-end testing, and coordinated dependencies across multiple services and teams, ensured EU compliance and timely delivery under tight deadlines
● Refactored the codebase through decoupling and reusability improvements, reduced development effort for related features by 20%
● Mentored 3 junior developers, provided technical and functional guidance that improved project velocity and accelerated their growth
Developer Identity Verification
● Developed a streamlined, plug-and-play onboarding framework for new clients on the identity verification platform, removed process touchpoints to simplify integration.
● Enabled seamless onboarding of Amazon Developers for Identity Verification, reduced future onboarding support efforts by 20%, and positioned the platform ahead of competitors in client adoption
● Drove end-to-end task breakdown and execution across multiple services in the identity verification system, ensured smooth cross-team integration and on-time delivery. Partnered with product managers and key stakeholders to align on requirements, achieved full compliance with business needs
Migration Data Reconciliation
● Built a scalable data reconciliation system to identify inconsistencies and ensured data completeness during migration from a legacy to a new platform, reduced customer-reported tickets by 30%
● Leveraged API Gateway to fetch and normalize data across distributed systems into a common format, enabled automated comparison via custom matcher logic (JSON Assert)
● Implemented preventive validations in the new system to block incorrect records from migration, improved data quality
● Designed proactive monitoring with alarms, metrics, and dashboards to det

HLD/LLDUI WorkflowsEnd-to-End TestingAPI GatewayProactive MonitoringSystem Design+1

Ion

Software Developer

Jun 2019 – Jul 2022 · 3 yrs 1 mo · Noida, Uttar Pradesh, India · On-site

● ION Monitoring System (IMS) - Designed and led development of a performance and health monitoring and alerting solution using the ELK stack, enabled early detection and troubleshooting of production issues.
● Built a custom Elasticsearch Beat (IONBeat) to parse application logs, created queries and Kibana dashboards across multiple domains, reduced developer support effort by 20%.
● Drove evaluation of monitoring tools through POCs, and delivered the project via requirement-driven product roadmap. Served as subject matter expert for monitoring solutions for various teams
● Platform Map - Developed interactive web-based graphical view of all the microservices installed as part of an ION solution. This also improved debugging, operational insight, and reporting for several teams

ELK StackKibanaElasticsearchMonitoring SolutionsData Architecture