AI Product Manager • Sam Altman-Backed Delta Residency Cohort
AI Product Manager • Sam Altman-Backed Delta Residency Cohort
Shipping Zero→One | HealthTech • FinTech • EdTech • SaaS
Tactical Execution.
Proven Artifacts.
Every card below represents a specific business or technical hurdle solved. Explore the active dashboards, functional prototypes, and strategic documentation.
RailYatri
AI, Travel & GovTech- 📉 Reduced manual review by ~80% and surfaced ₹50K–₹1Cr fine risks.
- 🤖 Built a locally-hosted RAG co-pilot over a regulatory knowledge base.
- 💻 Deployed via Streamlit using Groq & Gemini APIs for cited penalty assessments.
Dialog AI
AI Companion & Social- ❤️ Targeted a 45% DAU/WAU ratio to heavily eliminate user churn.
- 🧠 Architected a narrative habit engine deployed via native Android chat interfaces.
- 📲 Integrated APIs for in-character notifications and custom episodic content.
Ampere.sh
AI & Open Source- 🔍 Diagnosed 5,217+ deployments finding adoption bottlenecked by complex API configurations.
- ⚡ Formulated a managed credit strategy targeting a 60-second onboarding time-to-value.
Netra AI
AI & Computer Vision- 🛡️ Overcame strict compliance barriers that blocked 32% of enterprise deployments.
- 📈 Captured the HealthTech market via built-in PII masking workflows.
- 💰 Validated a $99/month premium tier based on competitive positioning.
Smartercodes
Healthcare SaaS & AI- 🏥 Formulated a comprehensive product blueprint and prioritized early feature roadmap.
- ⚙️ Structured a scalable Airtable asset directly bridging product strategy with engineering execution.
Buttermoney
Fintech- ⏱️ Analyzed 45 days of manual home loan delays to be eliminated by an AI-driven Mortgage OS.
- 💸 Structured a lifecycle strategy targeting up to 1% lender commissions across India’s $300B+ market.
Incubyte
HealthTech- ✅ Validated a $3.6B TAM and architected a digital health coach MVP.
- 📅 Defined a 6-month roadmap with 4 core KPIs.
- 🎯 Targeted $22M ARR through sustained user onboarding engagement.
Getfoodies
B2B SaaS / Hospitality Tech- 📉 Identified opaque 30% delivery fees as the root cause driving restaurant turnover.
- 🍽️ Architected a decision-centric dashboard surfacing real-time commission savings.
- 💡 Implemented this solution targeting a 15% total churn reduction.
Rhythm
HealthTech Tools- 🧠 Validated a $10k MRR target with 100+ user interviews for an ADHD app.
- 👥 Managed a highly engaged 250+ member early-access beta community.
- ⏱️ Achieved a 40% increase in task initiation via dynamic 2-minute subtask replacements.
UKLinkology
Digital Growth- 🔗 Identified a manual 33-point bottleneck creating crippling 6-week delivery delays.
- ⚡ Architected an automated API scoring SaaS standardizing 60,000 publishers.
- 💰 Slashed time-to-delivery to 1 week, unlocking an estimated $5M in revenue.
Lifesight
MarTech SaaS- ⚠️ Mitigated Slack’s legacy API sunset threatening critical B2B document workflows.
- 🌐 Architected an external upload workflow supporting 120KB payloads via authenticated REST endpoints.
- 🔒 Guaranteed totally reliable, uninterrupted delivery across key enterprise channels.
Cardmond Infinity
D2C / E-Commerce- 🛒 Reduced checkout drop-off by 78% by redesigning a 6-step funnel into a 3-step flow.
- 💳 Introduced native mobile-first, UPI-ready checkout over custom gateways.
- 💻 Deployed effectively on Shopify alongside Razorpay integrations.
Zero → One Builds
Products built from scratch, shipped in public, and validated with real users.
Rhythm Post-Launch Analytics
Rhythm User Feedback Report
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Rhythm ADHD App Build-in-Public Journey
Rhythm user feedback all
Rhythm community engagement
Rhythm ADHD app user feedback
Rhythm MVP 2 poster
Rhythm – ADHD Companion App (Ai + Healthtech)
AI-powered task-initiation app built during the Sam Altman–backed Delta Residency. Designed through continuous prototyping with ADHD users and psychologists.
Rhythm is an AI-driven ADHD task-initiation app designed for neurodivergent users who struggle to start tasks. Rhythm uses calm-tech UX, micro-prompts, and behavior loops to reduce overwhelm and help users build momentum. "Duolingo for ADHD" habit-loop system
⚡$1,000 MRR OKR set for December 2025, 165+ early-access testers, iOS development in progress
5-Second Attendance App at KPH Hackathon
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5-Second Attendance App LinkedIn post
5-Second Attendance App user feedback
5 Second Attendance App - ( Edtech )
Teachers spend 5–10 minutes every class on attendance.That's 25–50 hours of lost teaching time per month across a typical school.
Built a face-recognition prototype that completes attendance in under 5 seconds. Achieved a 99% time reduction in live demos (<5s vs 5–10 minutes). The pilot was planned under the PRISM scheme in Calicut, Kerala supported by Pradeep Kumar MLA, to validate classroom readiness at scale.
⚡Featured on Kerala Product Hunt (KPH) hackathon
LenTrust – ( Fintech ) $5.7 Billion
Transforming a $5.7B offline lending ecosystem into a structured, accountable digital workflow
Engineered a lending workflow that removes awkward follow-ups, builds accountability, and increases on-time repayment.
⚡$3,600 innovation grant from Kerala Startup Mission
Framework-driven.
Metric-backed.
Platform Retention Improvement
Isolated drop-off constraints utilizing JTBD interviews and quantitative cohort analysis. Validated solutions through RICE prioritization, introducing streak mechanics and selective paywall delays.
Subscription Conversion Uplift
Mapped the free-to-premium conversion journey to identify highest-leverage intervention points. Executed strict competitive benchmarking against leading streaming equivalents to finalize funnel solutions.
Repeat Purchase Habituation
Deconstructed early-lifecycle churn metrics via first-principle problem finding. Architected localized loyalty drivers and category discovery features anchored in behavioral science best practices.
Property Discovery Optimization
Facilitated primary user research isolating bottlenecks in the property search trajectory. Restructured the discovery flow introducing weighted personalization and streamlined inventory filtering.
Experience
Product Manager / Founder
Zero-to-One Products
Led 0→1 development of AI, FinTech, HealthTech, MarTech, and EdTech products including Rhythm, LenTrust, CloseFlow.ai, and the 5-Second Attendance system, from discovery through MVP, pilots, and selective production launches.
Product Manager
Cofount (HealthTech)
Validated $3B TAM and built a privacy-first fertility MVP (HIPAA/GDPR compliant) with AI insights. Defined user segments, owned the roadmap, and led early go-to-market.
Product Marketing Associate
Hubcredo (B2B SaaS)
Drove $225K in new revenue in six months through enterprise deals for Klea, a SaaS-based legal entity management platform.
Delta Residency & Beyond
A transparent look at the build journey, day by day.
Day 9 – PWA to IOS Migration
User feedback on Reset functionality and RAIN method
Day 5 – Shipped MVP at ADHD Community Event
MVP 1 testing at ADHD Koottuthaalam
Day 4 – Early users on waitlist
Building the MVP - Early user feedback and feature planning
Skills & Competencies
Product Management
Technical & Analytics
Business & Leadership
Domains
Certifications
Continuous learning and professional development
Testimonials & Recognition
What mentors and users say about working with me.
Program Recognition
Let's talk product.
Whether you're looking to collaborate on a zero→one build, need product strategy insights, or just want to discuss AI and product management, I'd love to connect.
Project Inquiry
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