Associate Product Manager at Spacez
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Focused on zero to one products and the operational
bottlenecks under them.
Experienced in owning requirements, running pricing
and search experiments, and deciding with data.
Experience
Associate Product Manager
Jan 2026 – Present
Spacez · Bengaluru
- Owned product requirements and retrieval logic (BM25 +
semantic search) for a RAG-based villa assistant covering
property queries, offers and ticket escalation; a pre/post
launch comparison showed a 15–20% relative lift in
search-to-booking conversion.
- Ran pricing and coupon tests; website bookings rose from
5% to 35% of total bookings and accounted for
45%+ of revenue.
- Built Spacez Edge, a fractional real estate investment
platform with an investor marketplace and admin portal;
AI-based parsing converted fragmented records into structured
dashboard data and reduced reconciliation work.
- Automated booking communications in n8n for check-in,
check-out and property updates, cutting manual handling by
50%.
Product Intern
Jun 2025 – Dec 2025
Spacez · Bengaluru
- Shipped Spacez Captains, the caretaker app, and its
Ops Dashboard across 50+ properties, replacing offline and WhatsApp processes
with OCR-based ID capture, offline sync and photo/video
ticketing; cut average check-in time per booking from
30 to 8 minutes.
- Consolidated 7,800+ historical bookings in Spacez
One: Console, the property management system, integrating OTAs (Airbnb,
Booking.com, MakeMyTrip), the website and Spacez Captains to
centralise reservation intake, guest records and issue
routing.
- Created MIS dashboards tracking revenue, occupancy, unit
economics and funnel metrics for pricing and supply
decisions.
Education
B.Tech, Civil Engineering
2022 – 2026
Indian Institute of Technology Roorkee
Side projects
Review Radar
Customer feedback analysis
- Quantified a review-analysis bottleneck where teams spent
50+ hours a month manually categorising 1,000+
feedback entries.
- Built an n8n/OpenAI workflow that collected app-store and
Reddit reviews, grouped recurring issues and delivered
prioritised summaries through Slack.
- Cut estimated analysis time per digest from 50 minutes
to 3.5; outputs earned a 4.4/5 relevance rating
from 11 PMs and UX designers, 73% of whom said they would
trust them for sprint planning.
Market Intelligence System
Research automation
- Designed a daily market brief condensing startup, product and
technology updates for founders and product teams.
- Configured an n8n workflow with Gemini and Telegram to
collect, rank, summarise and distribute updates, using
feedback-based rules to refine relevance.
- Achieved 95%+ delivery success and sub-2-minute
latency through iterative product experimentation.
Skills
Product
- Product Strategy
- Product Discovery
- Roadmapping
- User Research
- PRDs
- Funnel Analysis
- Experimentation
AI & search
- RAG
- AI Agents
- LLM Applications
- Semantic Search
- Prompt Engineering
- Retrieval Systems
Tech
- SQL
- APIs
- Next.js
- OCR Integrations
- Databases
- System Design
Tools
- Figma
- SQL
- Mixpanel
- Excel
- VS Code
- Replit
- Notion
- Jira
Achievements
- 1st Place at the Product Portfolio Sprint Hackathon,
judged on problem framing, PRD quality, UX decisions, success
metrics and roadmap prioritisation.
- Top 100 in Product Teardown Season 11, selected for
a teardown covering problem analysis, research and
prioritisation.
Leadership
Co-Convener, Civil Conclave
IIT Roorkee
- Led planning and execution of a national civil engineering
conclave, coordinating a cross-functional team of 30 and
increasing registrations by 50% to over 300
participants.
- Secured sponsorships worth INR 4 lakh from 10
organisations through partnership pitches, deliverable
negotiation and a campus ambassador programme.
The short version is on this page. The longer version is a
conversation.