Product Management & AI Automation Projects
From customer discovery to go-to-market, each project showcases a structured approach to product development and operational efficiency.
Airtribe AI-First PM Capstone
Problem Discovery, Market & User Research
Complete end-to-end product management project covering research, strategy, prioritization, prototyping, GTM, and metrics. Skills: Product Strategy, User Research, GTM Strategy.
Conducted market research, competitor analysis, customer interviews, personas, Jobs-to-be-Done framework, and opportunity identification. Skills: User Research, JTBD, Competitor Analysis.
Functional Prototype
Product Requirement Document (PRD)
Designed interactive product prototypes, user journeys, feature flows, and solution validation. Skills: Wireframing, UX Design, Prototyping.
Created a detailed PRD including business goals, user stories, acceptance criteria, functional requirements, and KPIs. Skills: Product Documentation, Requirements Engineering.
AARRR Funnel Identification – Twitter/X
Engagement & Retention Strategy
Performed growth analysis using the AARRR framework and recommended improvements across Acquisition, Activation, Retention, Referral, and Revenue. Skills: Product Analytics, Growth Strategy, Funnel Analysis.
Designed engagement initiatives using lifecycle management, segmentation, notifications, habit loops, and retention frameworks. Skills: Product Growth, Retention, Behavioral Design.
Zepto Pet Grooming Assignment
Zomato Engagement & Retention Strategy
Developed a product strategy for launching a pet grooming service within Zepto including customer personas, pricing, business model, and go-to-market strategy. Skills: Product Strategy, Marketplace, GTM.
Developed a retention strategy for Tier-1 cities by identifying friction points, proposing new product features, loyalty initiatives, and success metrics. Skills: Consumer Products, Growth, Product Metrics.
Core Analytical Frameworks
Our approach is rooted in proven frameworks that drive clarity, validate assumptions, and deliver measurable outcomes.
JTBD Synthesis
AARRR Funnel Diagnosis
PRD Architecture
User Journeys & Discovery
Uncovering the 'Jobs-to-be-Done' by customers to build solutions that truly resonate with their underlying needs and motivations.
Analyzing Acquisition, Activation, Retention, Referral, and Revenue to pinpoint growth opportunities and optimize product performance.
Crafting precise Product Requirement Documents that translate business goals into clear, actionable development specifications.
Mapping comprehensive user journeys and conducting deep discovery to identify pain points and validate solution concepts early.
Ready to Deep Dive?
Let's discuss raw PRD artifacts and n8n workflow diagrams to demonstrate tangible impact on your next project.