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About

From business operations to product management.

Product Management professional with a B.Sc. in Computer Science, business operations experience, and formal Product Management training.

I combine customer understanding, business thinking, product analytics, and technical knowledge to identify meaningful problems and develop practical product solutions.

The through-line

A deliberate path into product

Each step added a capability that product management actually requires — technical grounding, customer proximity, data literacy, then formal product craft.

  1. 01

    Computer Science

    A B.Sc. that built the technical foundation: software concepts, data, APIs and system fundamentals.

  2. 02

    Business Operations

    Day-to-day exposure to customers, inventory, suppliers, promotions and demand.

  3. 03

    Customer + Data + Business Exposure

    Decisions made against real constraints, real demand signals and real trade-offs.

  4. 04

    Product Management Training

    Formal training in discovery, strategy, PRDs, prioritisation, analytics and experimentation.

  5. 05

    Strategy · Research · Analytics · UX

    Applied across full case studies, from problem definition to metrics and experiments.

  6. 06

    Product Management

    Pursuing PM roles where customer understanding, data and technical fluency all matter.

Experience

Business Operations Associate

The role itself was operations — these are the product capabilities it built.

Business Operations Associate

Blueland Womens Clothing Line · Mumbai, India

June 2023 – December 2025

A customer-facing operations role where demand, inventory, suppliers and daily prioritisation were the job — the closest thing to product management without the title.

  • Customer behaviour analysis — reading what customers asked for, returned and repeated on
  • Demand analysis to decide what to stock, when, and in what quantity
  • Inventory management against finite capital and shelf space
  • Data-driven decision making using sales and demand patterns
  • Prioritization when everything competed for the same day
  • Procurement coordination with suppliers and their timelines
  • Stakeholder coordination across suppliers, staff and customers
  • Process optimization to remove repeated operational friction

How it maps to product management

Customer behaviour analysis

The habit behind user research: separate a loud request from a frequent one.

Demand analysis

Forecasting and sizing an opportunity before committing resources.

Inventory & capital constraints

Prioritisation under real constraints, not a theoretical backlog.

Data-driven decisions

Using numbers to decide, not to report after the fact.

Supplier & stakeholder coordination

Managing dependencies with their own timelines — roadmap blockers by another name.

Process optimization

Diagnosing the cause of recurring friction instead of reacting to symptoms.

Business operations

What operations taught me about product

Operations is product management without the title: limited resources, competing demands, real customers and a decision required today.

Customers

Hearing objections and requests first-hand, not through a research summary.

Inventory

Finite resources forcing constant trade-offs between competing demands.

Suppliers

Dependencies with their own timelines — the operational version of a roadmap blocker.

Promotions

Small interventions with measurable effects on behaviour.

Business data

Sales and demand patterns used to decide, not just to report.

Customer demand

Learning to separate a loud request from a frequent one.

Prioritization

Deciding what gets attention today when everything is urgent.

Problem solving

Diagnosing the cause rather than reacting to the symptom.

Cross-functional communication

Aligning people with different incentives on one decision.

Timeline

How it happened

  1. 2016

    Secondary Education

  2. 2018

    Senior Secondary — Science

  3. 2020–2023

    B.Sc. Computer Science

    SIES College of Arts, Science & Commerce

  4. 2023–2025

    Business Operations Associate — Blueland Womens Clothing Line, Mumbai

    Customers, inventory, suppliers, promotions, demand and daily prioritisation.

  5. Product Management Training

    Discovery, strategy, PRDs, prioritisation, product analytics and experimentation.

  6. Current

    Building a Product Management portfolio

    Publishing full product case studies and pursuing Product Management opportunities.