Active
MessIT – Digital Dining Platform
Led product development of MessIT, a digital dining platform adopted by 100K+ students at VIT University, replacing manual mess-menu processes with a seamless digital experience.
Hey there!
Ship fast, learn faster. Perfection is the enemy of progress.
90% of PMs fail to deliver because they skip user research.
Data tells you what, users tell you why.
If users need a tutorial, you built it wrong.
The best PMs are statisticians with empathy.
Hallucinations aren't bugs. They're unhandled edge cases.
I'm Aditya, building products that ship
AI Product Manager blending product thinking, engineering rigor, and user psychology to ship high-impact products.
Impact At A Glance
Key metrics from products I've shipped
1+Years Experience•
100K+Users Reached•
10+AI Products Shipped•
20+Clients Served
- User Engagement Increased
- Monthly Revenue Boosted
- Session Time Improved
200%
User Engagement Increased
30%
Monthly Revenue Boosted
100%
Session Time Improved
- Cost Reduction Achieved
- Organic Traffic Growth
- Manual Work Eliminated
90%
Cost Reduction Achieved
50%
Organic Traffic Growth
80%
Manual Work Eliminated
How I Work
From 'works in a notebook' to 'works at scale'
- 1. DiscoverGround every decision in user truth through conversations, data, and jobs-to-be-done mapping.
- 2. DefineTranslate ambiguity into clarity with crisp problem statements, success metrics, and guardrails.
- 3. PrototypeTest the riskiest assumptions early with MVPs before committing engineering resources.
- 4. ShipDeliver value iteratively using vertical slices and feature flags to learn fast.
- 5. IterateTurn metrics and user feedback into insights that drive continuous improvement.
Featured Projects
Deep dives into products I've shipped from 0 to 1
Active
BunkBuddies – Roommate Matching Platform
Drove end-to-end launch as Project Lead of the university's first roommate matching platform, gaining 1,250+ users on launch day.
Active
AI-Powered WhatsApp Patient Navigator
Deployed an AI-powered WhatsApp navigator using NLP models to automate end-to-end patient guidance for a secondary consultation platform serving 500+ patients/month, reducing wait times by 15%.
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Agentic AI Platform – Cybersecurity SMB Navigator
Shipped 4 production AI products in 6 months and led GenAI product analysis and feature discovery for Value Aligners — an Agentic AI platform helping SMBs without a CISO navigate 9,000+ cybersecurity solutions and select the right tools based on their profile, needs, and budget.
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NTPC Jyoti – Enterprise AI Chatbot
Developed NTPC's Enterprise AI chatbot 'Jyoti', enabling fast and secure enterprise data access for 20,000+ employees at India's largest power utility company.
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StudyHub! All-in-One Academic Resource Platform
Built a centralized academic platform aggregating study resources across 6+ engineering departments, simplifying access to notes, materials, and exam prep content. Peaked at 5,000+ concurrent users during exam seasons with zero paid acquisition.
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Creator Tool – Scalable Content Platform
Built backend architecture for a creator tool, leveraging AWS EC2 and S3 to enable scalable content storage and improve system reliability for high user traffic.
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Social Jumbos – Event & Community Platform
Designed and built Social Jumbos, a platform enabling youth & students to discover, organize, and participate in interest based events with an integrated messaging system, university-specific spaces, and secure institutional login and verification.
Active
AI Smart Refrigerator – Food Safety & Health Model
Designed an IoT-based AI smart refrigerator using computer vision and ML to identify food items, monitor quality, track liquid levels in bottles, and deliver personalized dietary insights — all accessible via an Android app in real time.
Concept / In Development
FoldPack Handle – Portable Load Distribution Solution
Designed and developed FoldPack Handle, a compact, ergonomic load-distribution solution with an integrated reusable bag, improving carrying comfort and targeting urban grocery users.
My Journey
The path of building, scaling, and reimagining products
Operations Manager
ProdX- Product Collective
- •Onboarded 50+ graduate and undergraduate participants into the ProdX product community
- •Leading recruitment and screening interviews to build a high-quality cohort of aspiring PMs
- •Planning inaugural product-focused events — workshops, industry talks, and PM career panels
- •Organizing discussions on the future of Product Management, AI's impact on PM roles, and career pathways
- •Building community infrastructure connecting aspiring PMs with industry knowledge and peer networks
Product Manager Intern
Value Aligners
- •Shipped 4 production Agentic AI products in 6 months, demonstrating rapid idea-to-MVP execution, serving budget-constrained SMBs
- •Identified and resolved release bottlenecks improving engineering development throughput
- •Redesigned sprint coordination processes across cross-functional engineering teams
- •Managed JIRA/Confluence workflows, sprint planning, and release tracking end-to-end
- •Platform navigates 9,000+ cybersecurity solutions to match SMBs by profile, need, and budget
Core Skills
Product leadership capabilities I bring to every team
Product Strategy
Product VisioningRoadmappingFeature PrioritizationPRD WritingMarket ResearchCompetitive AnalysisGo-to-Market PlanningBusiness Case DevelopmentOKR PlanningMVP Scoping
User & Growth
User ResearchUX StrategyA/B TestingOnboarding OptimizationRetention StrategyEngagement DesignConversion OptimizationFunnel AnalysisCohort Analysis
Stakeholder Leadership
Cross-Functional LeadershipExecutive CommunicationStakeholder ManagementTeam AlignmentSprint PlanningRoadmap ExecutionFeedback LoopsDecision Frameworks
Data & Insights
SQL AnalyticsDashboard BuildingPerformance MetricsStatistical AnalysisExperiment DesignHypothesis TestingData-Driven Decisions
AI Product Development
AI Product StrategyLLM Application DesignRAG System DesignPrompt EngineeringModel Selection StrategyAI UX PatternsResponsible AI
Tech Stack
Tools and platforms I use to ship AI products
React
Next.js
TypeScript
JavaScript
Python
Node.js
Tailwind
Vite
OpenAI
Anthropic
Gemini
Hugging Face
LangChain
Storybook
Replit
Retool
Supabase
PostgreSQL
MongoDB
Redis
Prisma
GraphQL
FastAPI
Vercel
AWS
React
Next.js
TypeScript
JavaScript
Python
Node.js
Tailwind
Vite
OpenAI
Anthropic
Gemini
Hugging Face
LangChain
Storybook
Replit
Retool
Supabase
PostgreSQL
MongoDB
Redis
Prisma
GraphQL
FastAPI
Vercel
AWS
Docker
Kubernetes
Nginx
GitHub
Git
Mixpanel
Slack
Google Analytics
Tableau
Figma
Notion
Linear
Airtable
Zapier
Stripe
Trello
Jira
Postman
TensorFlow
PyTorch
Jupyter
NumPy
Pandas
Framer
Docker
Kubernetes
Nginx
GitHub
Git
Mixpanel
Slack
Google Analytics
Tableau
Figma
Notion
Linear
Airtable
Zapier
Stripe
Trello
Jira
Postman
TensorFlow
PyTorch
Jupyter
NumPy
Pandas
Framer
AI Platforms
OpenAIAnthropicGeminiElevenLabsWhisperRunway ML
Product Analytics
MixpanelPostHogAmplitudeGoogle AnalyticsHotjarFullStory
Product Operations
NotionLinearJiraConfluenceCodaAirtableFigma
Prototyping & Testing
FigmaV0Bolt.newLovableReplitVoiceFlowUserTesting
Data & SQL
RetoolTableauRedshiftPostgreSQLSupabaseBigQuery
AI Coding Assistants
CursorClaude CodeAntigravityGitHub CopilotWindsurfV0
Let's Connect
Ready to discuss your next product idea or explore collaboration opportunities? I'd love to hear from you.
Experience & Credentials
Companies · Institutions · Certifications · Awards
Wall of Love
Feedback from colleagues and collaborators
Priyanka Joshi
Growing Jarurat Care Foundation | Macro Investable Indices at JP Morgan | IIT Madras
Sam H Liggero
Ex-Corporate VP & Program Fellow at Polaroid Corporation
Priyanka Joshi
Growing Jarurat Care Foundation | Macro Investable Indices at JP Morgan | IIT Madras
Sam H Liggero
Ex-Corporate VP & Program Fellow at Polaroid Corporation
Hamid Sha
CEO, Value Aligners | Agentic AI cybersecurity for SMB's