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Ayushi Ayushi

@ayushiayushi

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Technical Product Manager specializing in AI, payments, and regulated data platforms.

India

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What I'm looking for

I seek remote, technically deep PM or TPM roles at fintech, financial infrastructure, or AI-native companies — owning payments platforms, regulated data systems, or AI-enabled products. Open to global remote via EOR.

I am a Technical Product Manager with 10+ years building correctness-critical enterprise platforms across payments infrastructure, regulated data systems, and AI-enabled products at Barclays and Goldman Sachs. I own end-to-end product lifecycles in deeply technical domains including APIs, event-driven workflows, data validation pipelines, and distributed systems.

I founded RegCap GPT, an open-source RAG-based AI platform, and designed evaluation loops and source-traceable responses to reduce hallucination risk while integrating OpenAI APIs into a modular backend. I have led cross-functional teams to deliver standardized APIs, automated validation frameworks, and audit-ready data lineage solutions that improved integration time and reporting efficiency.

I hold an M.S. in Computer Science and have completed executive coursework in AI ethics, regulation, and compliance. I combine technical rigor, product strategy, and responsible AI governance to deliver enterprise SaaS and regulated solutions that balance innovation with operational correctness.

Experience

Work history, roles, and key accomplishments

Senior Product Manager-Market Post-Trade

Barclays

Aug 2024 - Feb 2026 (1 year 6 months)

Owned roadmap for an OpenAPI-backed settlement and reconciliation platform, defining validation logic and ISO 20022 schema translation, and orchestrating Camunda-based event-driven exception handling to eliminate manual routing and reduce integration time by 14%.

API Design ISO 20022 Camunda Microservices Data Validation Distributed Systems AWS Agile

Senior Product Manager-Markets Pre-Trade

Barclays

Jun 2023 - Aug 2024 (1 year 2 months)

Built scalable APIs and analytics-ready data models to integrate front-office workflows with platform capabilities, enabling structured platform delivery for pre-trade systems.

API Development Data Modeling Analytics Event Driven Architecture SQL Microservices Stakeholder Management Agile

Associate, Risk & Financial Engineering

Goldman Sachs

Dec 2020 - Feb 2023 (2 years 2 months)

Owned capital and risk data platforms for regulatory reporting and stress testing, designing reconciliation pipelines with lineage tracking and leading development of an internal data lineage platform to enable audit-ready state reconstruction and improve reporting efficiency by 23%.

Data Platform Data Lineage Reconciliations SQL Regulatory Reporting ETL Distributed Systems

Analyst, Risk & Financial Engineering

Goldman Sachs

Apr 2018 - Dec 2020 (2 years 8 months)

Contributed to capital and risk data platform development and architecture reviews, performing SQL-based validation and reconciliation across multi-source financial datasets to support regulatory analytics.

SQL Data Validation Reconciliations Data Modeling ETL Architecture Reviews

Cloud Program Manager

New York Life Insurance Company

Jan 2017 - Aug 2017 (7 months)

Led cross-functional teams delivering AWS cloud-based applications, acted as primary liaison with AWS architects and C-level stakeholders, and drove KPI-based reporting and Agile delivery as Scrum Master.

AWS Cloud Program Management Scrum KPIs Stakeholder Management Agile

Founder & Product Lead

RegCap GPT

Built an open-source RAG-based regulatory intelligence platform with document ingestion, vector search, structured inference, OpenAI integration, and responsible AI governance to reduce hallucination risk; project earned 30+ GitHub stars and awards recognition.

RAG Architecture Vector Search OpenAI API Information Retrieval Responsible AI Python GitHub

Education

Degrees, certifications, and relevant coursework

Northeastern University

Master of Science, Computer Science

Completed a Master of Science in Computer Science with coursework and projects in systems, data platforms, and AI.

NMIMS (Narsee Monjee Institute of Management Studies)

Master of Business Administration, Technology Management

Completed an MBA in Technology Management focusing on product, strategy, and technology-driven business solutions.

NMIMS (Narsee Monjee Institute of Management Studies)

Bachelor of Technology, Computer Science

Completed a Bachelor of Technology in Computer Science covering programming, systems, and software engineering fundamentals.

University of Oxford - Saïd Business School

Executive Programme, AI Ethics, Regulation & Compliance

Completed an executive programme in AI ethics, regulation, and compliance at Saïd Business School focusing on governance and regulatory aspects of AI.