Rishika Jonna

Product · Research · Analytics

I grew up around startups and got curious about why some products click and others don't.

These projects are my attempt to explore those questions through research, analytics, experimentation, and building.

5 projects ↓
Rishika Jonna
01
TransportationB2B SaaS

RouteIQ

Operators weren't struggling with delays. They were struggling with uncertainty.

Cold-called transport operators across Hyderabad and Bangalore and discovered a hidden operational cost nobody had named.

8 InterviewsProblem ReframePRDLive POC
Commute Intelligence
HYDERABAD OPS
Dashboard
Routes Soon
Alerts Soon
POC v1.0 · Hyderabad
Monday, 8 June 2026
All 3 routes clear for tomorrow · Earliest departure 6:50 AM
Vanasthalipuram → Madhapur
Depart By
6:50 AM
usual 7:00 AM
Miyapur → Gachibowli
Depart By
7:10 AM
usual 7:50 AM
LB Nagar → Secunderabad
Depart By
7:10 AM
usual 7:05 AM
30-Day Route Performance
ROUTE
RISK
AVG EXTRA
Vanasthalipuram → Madhapur
High
+32 min
Miyapur → Gachibowli
Elevated
+14 min
LB Nagar → Secunderabad
Normal
+6 min
03
ConsumerAI Tool

Dandli

The product wasn't finished when it shipped. That's when the real work started.

Built and launched a live AI mind mapping product, instrumented it with Mixpanel from day one, diagnosed activation failures, and improved signup conversion from 14% to 32% without adding a single new feature.

ShippedMixpanelFunnel AnalysisIteration
Activation Journey
LIVE
PRODUCT
USER
EVENTS
FUNNEL
ANALYSIS
DROP-OFF
FOUND
CHANGES
SHIPPED
14%
→ 32%
Instrumented with Mixpanel · Signup conversion +128%
04
Real EstateMarketplace

NoBroker

What looked like one funnel turned out to be two. Neither explained the conversion problem.

Analyzed 50,000 users across NoBroker's rental journey, uncovered a hidden split between two signup paths, and traced the real cause of drop-off to a gradual erosion of user trust.

50k UsersFunnel SplitTrust AnalysisData Insights
NoBroker · rental user journey — what the data revealed
50k
Rental
users
Browse
listings
Path A · 60%
Signup wall
first
Path B · 40%
Owner details
first
Contact
unlock
both paths
Paywall
₹ gate
↑ real problem
Trust
erosion
real drop-off
Path A: premature signup erodes trust early
Path B: friction amplifies the paywall drop
Trust was the real conversion lever
05
SaaSAI

Trupeer

What does retention mean for a product you only need three times a month?

Investigated why traditional retention metrics fail for job-based products and designed an audience-pull framework to drive creator return.

StrategyContent EngineAudience InsightsGrowth
The problem with the metric
TRADITIONAL THINKING
Improve retention
through habits
18%
Looks broken
JOB-BASED REALITY
Usage happens
when the job appears
74%
Actually healthy
Audience-pull framework
Create
job occurs
Share
content published
Audience
consumes content
Interaction
question / search / views
Creator returns
Experience
Metronsis
Product Intern — Discovery & Validation
Worked with founders to validate early-stage ideas. Ran 30–50 discovery interviews, structured insights into opportunity areas, and built landing pages to test demand signals.
Jun – Sep 2025
c@nnect CS Club
Core Committee Member
Led planning and execution for technical events reaching 600+ participants. Secured ₹1,00,000 in sponsorships and built coordination systems across teams.
2024 – 2026
Toolkit

Tools I know

Products and platforms I've worked with across research, analytics, design, and building.

Mixpanel
Analytics
Jira
PM
SQL
Data
Python
Code
Claude
AI
Figma
Design
Power BI
Analytics
Notion
Productivity
Get in touch

Let's talk.

Whether it's a PM role, a project collaboration, or just a conversation about products — my inbox is open.

rishikajonna@gmail.com
© 2026 Rishika Jonna. Built with intent. Hyderabad, India