Surbhi Mittal

Senior Software Engineer

Bengaluru, Karnataka, India9 yrs 9 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Led complex cross-geo initiatives with zero downtime.
Expert in applied AI and generative AI systems.
Proven track record in enhancing data pipelines.

Stackforce AI infers this person is a Backend-heavy SaaS Engineer with expertise in AI and data platforms.

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Skills

Core Skills

Machine LearningData PipelinesCore JavaCloud Development

Other Skills

GenAIHNSWGraph ReconciliationMigration StrategyShell ScriptingAnt BuildDocker & K8sRetrieval-Augmented Generation (RAG)JavaGitHubADECPPLinuxAmazon Web Services (AWS)Network Load Balancing

About

Engineering leader with around 10 years of experience building large-scale backend and data platforms across fintech and SaaS.Proven track record of driving complex, cross‑geo initiatives from conception through global GA, with depth across distributed data pipelines. Recently, my work has centered on applied AI and generative AI systems. At Adobe, I design and develop AI-powered capabilities within Adobe Experience Platform, including retrieval-augmented generation (RAG) knowledge bases and data pipelines that enable real-time AI applications.

Experience

9 yrs 9 mos

Total Experience

2 yrs 5 mos

Average Tenure

4 yrs 2 mos

Current Experience

Adobe

2 roles

Computer Scientist II

Promoted

Jul 2024 – Present · 1 yr 10 mos

Owned the Entity Resolution service, implementing HNSW-based indexing and clustering pipelines using vector embeddings to group similar records, thereby enhancing the system’s data pipelines.
Drove the data and ML platform roadmap while mentoring engineers, leveraging two years of technical leadership to improve delivery speed and elevate engineering quality.
Orchestrated the migration of 1,580 enterprise organisations to the new identity stack using a parallel‑run strategy with graph reconciliation and phased regional rollout during off‑peak windows, executed with zero downtime and no customer impact.
Led and implemented zero-downtime migration of one of the crucial services of Unified Identity Service.
Used GenAI tools like Cursor & Github Co pilot to enhance developer productivity

GenAIMachine LearningData Pipelines

Computer Scientist

Mar 2022 – Jul 2024 · 2 yrs 4 mos

Walmart global tech

Senior Software Egineer

Jul 2020 – Apr 2022 · 1 yr 9 mos · Bangalore Urban, Karnataka, India

Won Walmart Rookie award for the month of Dec'2020
Working on omni-channel solution for tax-exemption for all 3 channels - SAMS, .COM and Stores

Licious - born to meat

Software Engineer

Jun 2019 – Jul 2020 · 1 yr 1 mo · Bangalore

1) Gourmet Retail Management
GRM is a one stop solution catering B2B requirements for delivering goods across India.
It helps enable the platform where we can manage the B2B sales orders for both General and Modern Trade.
Includes management of Orders|Inventory|Delivery|Invoicing|Pricing Engine|Reporting.
Functional Components Include -
System to manage orders/dispatch/deliveries/balances/invoices/reporting.
Android App - Delivery App & Sales App for on-ground operations.
2) Pre-Commercial Production(PCP)
Pcp is a system developed to automate the proposal management and User management in Licious. It involves Proposal creation, User creation, Automated proposal approval, Email notification and Specification generation as some of its internal functionalities.

Oracle

2 roles

Senior Member Of Technical Staff

Oct 2018 – May 2019 · 7 mos

Member Of Technical Staff

Jul 2016 – May 2019 · 2 yrs 10 mos

Worked on the following projects in Oracle :
FA Rehoming
The requirement was to migrate a FA POD (FA service based tenants) from one data center to a different data center (DC). This needs migrating the IDM footprints from one DC to another DC when the FA POD is moved out from the DC where its originally provisioned.
The entire project was core java based.
API Development For Migration Of All The Pods From SIM to IDCS
The requirement was to migrate the SIM based tenants/Pods from SIM to IDCS. It was a 2 phased migration involving: SIM-ID-Domain migration and Service-Instance Migration. The main task in migrating SIM tenant data is to migrate Customer Identities such as User, Group and memberships.
Automated Installation Scripts required for installing Migration of SIM to IDCS setup in shell scripting.
Worked on Ant Build to provide the build files for this project.
Shared Identity Management (SIM)
The SIM is the identity solution provider for Oracle.
Contribution: Worked primarily on OrclTenantManager which is a tool used to perform various multitenancy related configurations like enabling multitenancy and tenant onboarding across multiple IDM products.