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Vice President · Product Manager · J.P. Morgan

Guru Raghavendra

I build the products behind alternative fund services — where portfolio accounting, ESG data, and EU Taxonomy compliance have to work without fail.

15+ years at J.P. Morgan leading product for Private Equity, Hedge Fund and Bank Loan clients, and the ESG Data Management program that supports them.

New York City Metro Area me@gururaghav.com
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15+
Years in fund services & product management
$55B+
Client AUM onboarded onto strategic platforms
90%
Auto-match rate achieved, up from 30%
5
FTEs saved through workflow automation
About

Product leadership, grounded in fund operations.

I'm a product leader with over 15 years at J.P. Morgan, building and governing the systems that keep alternative funds — private equity, hedge funds, and traditional bank loans — accurate, compliant, and on time.

For the past three years I've led ESG Data Management, translating EU Taxonomy and ESG scoring requirements into data models, controls, and workflows used across the firm. Before that, I spent five years taking a NAV workflow tool from early concept to a governed, firm-wide platform.

My work sits at the intersection of fund operations, data quality, and product strategy — turning ambiguous regulatory and client requirements into scalable, well-governed platforms, with the vendor relationships and stakeholder alignment to make them stick.

GR
  • Based inNew York City Metro
  • FocusAlt. Fund Services & ESG Data
  • Current roleVP, Product Manager — J.P. Morgan
  • Certified inESG Investing (CFA Institute)
  • Also trained inApplied Data Science (Python)
Products

Two platforms, nine products, one thread.

Data Mesh

Data Mesh

Self-service data platform · Snowflake, Databricks, BigQuery

Self-service access to AFS data across Snowflake, Databricks, and BigQuery — eliminating manual data requests for hedge fund, private equity, and mutual fund clients.

3
Cloud platforms unified
Self-serve
From request-based access
Container Service

Container Service

Platform · 7 sub-products

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7
Sub-products
3.4x
Ut velocity
Container Service

Unified Data Containers

Container Service · Sub-product

Built a single data model spanning mutual funds, hedge funds, and private funds — replacing fragmented, asset-class-specific systems.

3
Fund types unified
Unified
Security master & ID enrichment
Container Service

Orchestration Engine

Container Service · Sub-product

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8K+
Lorem workloads
99.95%
Ipsum SLA
Container Service

Service Mesh Gateway

Container Service · Sub-product

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6ms
Lorem latency
2.1M
Ipsum req/day
Container Service

Auto-Scaling Manager

Container Service · Sub-product

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24x
Lorem burst
31%
Ipsum cost cut
Container Service

Observability Suite

Container Service · Sub-product

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1.2B
Lorem events/day
98%
Ipsum anomaly catch
Container Service

Secrets & Config Vault

Container Service · Sub-product

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0
Lorem breaches
256-bit
Ipsum encryption
Container Service

CI/CD Pipeline Hub

Container Service · Sub-product

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6min
Lorem avg build
92%
Ipsum success rate
Data Mesh

Data Mesh

Self-service data platform · Snowflake, Databricks, BigQuery

Self-service access to AFS data across Snowflake, Databricks, and BigQuery — eliminating manual data requests for hedge fund, private equity, and mutual fund clients.

3
Cloud platforms unified
Self-serve
From request-based access
Container Service

Container Service

Platform · 7 sub-products

Sed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium.

7
Sub-products
3.4x
Ut velocity
Container Service

Unified Data Containers

Container Service · Sub-product

Built a single data model spanning mutual funds, hedge funds, and private funds — replacing fragmented, asset-class-specific systems.

3
Fund types unified
Unified
Security master & ID enrichment
Container Service

Orchestration Engine

Container Service · Sub-product

Quis autem vel eum iure reprehenderit qui in ea voluptate velit esse quam nihil molestiae.

8K+
Lorem workloads
99.95%
Ipsum SLA
Container Service

Service Mesh Gateway

Container Service · Sub-product

Et harum quidem rerum facilis est et expedita distinctio nam libero tempore cum soluta.

6ms
Lorem latency
2.1M
Ipsum req/day
Container Service

Auto-Scaling Manager

Container Service · Sub-product

Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias.

24x
Lorem burst
31%
Ipsum cost cut
Container Service

Observability Suite

Container Service · Sub-product

Ut enim ad minima veniam, quis nostrum exercitationem ullam corporis suscipit laboriosam nisi.

1.2B
Lorem events/day
98%
Ipsum anomaly catch
Container Service

Secrets & Config Vault

Container Service · Sub-product

At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium.

0
Lorem breaches
256-bit
Ipsum encryption
Container Service

CI/CD Pipeline Hub

Container Service · Sub-product

Non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum.

6min
Lorem avg build
92%
Ipsum success rate
Experience

Fifteen years, one thread: making fund data trustworthy.

Product Manager, Vice PresidentAug 2025 — Present
J.P. Morgan · New York City Metropolitan Area
Vice President — ESG Data Management LeadMay 2023 — Oct 2025
J.P. Morgan · Jersey City, NJ
  • Owned the data model, controls, and delivery roadmap for ESG and EU Taxonomy data used across fund reporting and client disclosures.
Vice PresidentJan 2023 — May 2023
J.P. Morgan · New York City Metropolitan Area · Hybrid
  • Drove vendor product management end-to-end: vision, go-to-market rollout, and post-launch optimization.
  • Partnered across Fund Accounting, Financial Reporting, Bank Loans, and Tax to run an agile delivery process.
  • Led human-centered design-thinking efforts to define and refine the target experience.
  • Managed vendor relationships and contract terms to ensure timely delivery.
Product Leader, AVPJul 2018 — Jan 2023
J.P. Morgan · Greater New York City Area & Dublin, Ireland
  • Spearheaded a real-time NAV workflow dashboard that helped operations mitigate SLA breach risk.
  • Built the governance layer around the platform — SOPs, change management, SLAs, checklists, and trackers.
  • Drove a vendor-to-in-house reporting integration that delivered seamless client reporting and saved 1 FTE.
  • Owned the end-to-end product cycle for Private Equity and Hedge Fund client onboarding and governance.
AssociateMar 2015 — Jul 2018
J.P. Morgan · New York City Metropolitan Area
  • Improved prime broker auto-match rate from 30% to 90% across asset classes through file analysis.
  • Onboarded blue-print clients representing over $25B in AUM onto a new strategic platform.
  • Resolved 500+ breaks on a $9B Brazilian fund, catching up a NAV that was 3 months behind.
Team LeadJun 2011 — Mar 2015
J.P. Morgan · Bengaluru, India
  • Led testing and analysis for the firm's new in-house trade capture exceptions tool.
  • Automated transmission of PB margin statements, saving 1 FTE.
  • Set up the Bangalore hedge fund trade operations team, migrating 30 clients and $30B+ in AUM.
Earlier career
Technical Specialist2008 — 2010
Goldman Sachs
  • Migrated 130 Luxembourg funds from accounting to custody books of record.
  • Led a SWIFT enhancement project with State Street Bank, saving 3 FTEs.
  • Prepared monthly NAV reconciliation analysis for fund valuations.
Process ExecutiveJun 2006 — Mar 2008
Deutsche Bank · Bengaluru, India
  • Daily cash and position reconciliation, with timely identification and reporting of equity fund overdrafts to portfolio managers.
Expertise

Where product, data, and fund operations meet.

Product & Program

End-to-end ownership from vision to governed, adopted platform.

Product StrategyAgile DeliveryStakeholder MgmtVendor ManagementDesign Thinking

ESG & Data

Regulatory data standards translated into working data models.

ESG DataEU TaxonomyESG Scores & RatingsData QualityPython / Data Science

Fund Operations

Deep operational grounding across the alternatives lifecycle.

Portfolio AccountingNAV OversightPrivate EquityHedge FundsBank Loans & Tax
Selected impact

A few programs I'd point to first.

01

Real-time NAV workflow dashboard

Designed and shipped a workflow summary dashboard giving operations teams real-time visibility into NAV status — reducing the risk of breaching client SLAs, backed by a full governance layer of SOPs and change controls.

SLA breach risk mitigated at scale
02

ESG & EU Taxonomy data program

Built the enterprise data model and governance process for ESG scores, ratings, and EU Taxonomy alignment — turning fast-moving regulatory requirements into a reliable, firm-wide data product.

Firm-wide ESG data standard
03

Prime broker reconciliation overhaul

Led file analysis across prime brokers to lift the auto-match rate from 30% to 90% across asset classes, then used the same platform to onboard blue-chip clients representing $25B+ in AUM.

30% → 90% auto-match rate
Education & Credentials

Formal grounding, kept current.

Education

Data Science
General Assembly
2018
Bachelor of Commerce, Accounting
Christ University, Bangalore
2003 – 2006

Licenses & Certifications

Certificate in ESG Investing
CFA Institute
2023
Alteryx Designer Core Certification
Alteryx
2024
Project Mgmt Foundations: Requirements
LinkedIn Learning
2020
Gather & Document Project Requirements
Project Management Institute
2020
Get in touch

Let's talk product, data, or fund ops.

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