Hareeshwar Channapragada, Senior Product Analyst

Case files

Twenty-two pieces of work from six years, each filed under the part of the stack it lives in. Pick a stage, then open a file.

Account-level usage data for Product and CS at Hiver. Revenue history fixed to match billing within 0.04%. Duplicate records inflating revenue by 4.5% found. Unknown signup sources at HackerRank cut from 30% to 0. A 12-week cohort retention model. Weekly business review automated, saving 5 hours a week. Pricing engine compute cut by 25%.

Dear hiring team,

I help B2B SaaS teams make product decisions they can defend with data. I'm a senior product analyst at Hiver, and over six years at Mu Sigma, Impact Analytics, HackerRank and Hiver I have worked across the whole analytics stack: instrumentation, data modelling, dashboards, and the meeting where the decision actually gets made.

My path is a little unusual for an analyst. I started in data science, spent two years building a pricing optimization engine as an engineer, and then moved into product analytics. So I don't stop at the dashboard.

I can design the tracking plan, build the pipeline and the model, and then sit with a PM to work out what we should do next. I work in SQL, Python, Amplitude, Metabase, Superset, Redshift, Trino and FastAPI.

The part of the job I like most is when a stakeholder asks a question, the data gives an answer that surprises them, and then we do something with it. I believe the best analysts make non-data people feel like data people.

I'm looking for a senior or lead product analyst role in B2B SaaS, where analytics sits close to the product and the people building it.

HareeshwarSenior Product Analyst, Bengaluru

linkedin.com/in/hareeshwarc Message me

The path here

Computer science at GITAM

A B.Tech in computer science, and the start of a habit of learning on HackerRank, years before I worked there.

2016 to 2020Visakhapatnam

Data scientist at Mu Sigma

Apprentice to data scientist in four months. Fraud detection for an insurer, and a regulatory ETL that earned a Spot Award.

Sep 2020 to Apr 2022Open the file

Computational data science at IISc

A PG level advanced certification from IISc Bangalore, finished with a grade of 93% while working full time.

Mar 2022 to Apr 2023Bengaluru

Analyst, then engineer, at Impact Analytics

Brought multi-level optimization into a retail pricing tool for seven enterprise clients, then built its FastAPI backend.

Apr 2022 to Mar 2025Open the file

Product analyst at HackerRank

Analytics for 27.4M registered developers: the weekly business review, retention models and an eval for a text-to-SQL agent.

Mar 2025 to Jun 2026Open the file

Senior product analyst at Hiver

Product analytics across both products, from how usage is tracked to the dashboards Product, CS and leadership use.

Jun 2026 to nowOpen the file

Six years, four companies, two degrees.Full history on LinkedIn

Rows of wooden card catalogue cabinets in the Library of Congress

Get in touch

Bengaluru, India
On-site, hybrid or remote

Roles: Senior, Lead PA
Sector: B2B SaaS
Experience: 6 years

linkedin.com/in/hareeshwarc Message me on LinkedIn

Card catalogue files, Library of Congress.