Product Analytics Engineer

Tushar Sharma

I turn raw data into products teams trust to make decisions.

About

I'm a product analytics engineer with 7+ years across data engineering, product analytics, and product management. As the founding data hire at an early-stage AI startup, I've stood up analytics infrastructure, self-serve tooling, and measurement frameworks from scratch. I work best at the seam between product, engineering, finance, and revenue — turning raw data into trusted, scalable data products that drive strategic decisions.

Skills

Languages & Cloud

Python Shell (Unix, Bash) PySpark SQL AWS GCP Azure Git

Data & Warehousing

dbt Airflow Databricks Snowflake Redshift PostgreSQL SQL Server AWS Glue

BI, Product Analytics & AI

Tableau Looker Mode Hex Sigma QuickSight Power BI Fullstory Claude API

Selected Projects

PM Intelligence Tool

An AI-powered CLI for the Product team, built on the Claude API. It pulls signals from Gong, Slack, Notion, and Intercom, with agents for signal detection, analysis, PRD generation, and weekly briefs. Adopted by every PM — cut customer research time an estimated 60% and PRD drafting from hours to minutes.

Claude APIAI AgentsProduct

Investment Qualification Platform

A startup analytics platform integrating PitchBook, Crunchbase, CBInsights, and Dealroom to assess funding, GTM signals, and market fit — powering targeted AWS credit investment decisions. Scoring and segmentation models raised program efficiency 30%.

AnalyticsRedshiftStrategy

Billing & Revenue Infrastructure

An internal billing automation tool on HubSpot, AWS Glue, and Mode, with an ETL pipeline that generates invoices. Cut manual effort 75% annually and supports seamless handling of $15M in annual revenue.

ETLAWS GlueFinance

Semantic Layer & Self-Serve Analytics

Standardized 40+ KPIs across Salesforce, billing, and external data into a centralized semantic layer — turning raw warehouse tables into business-ready entities and reducing ad-hoc reporting 35%.

Semantic LayerKPIsSelf-Serve

Experience

Product Data Analytics Engineer (Founding) · Supio

Sep 2024 — Present
  • First dedicated data hire at an early-stage AI SaaS startup — stood up analytics infrastructure, pipelines, and self-serve tooling from the ground up.
  • Designed event taxonomy and product analytics in Fullstory; analyzed activation, conversion, and retention funnels to inform the product roadmap.
  • Delivered recommendations that increased feature adoption 15% and user engagement 20%.

Analytics Lead, Product Management · Amazon Web Services

May 2020 — Jun 2024
  • Built startup analytics, scoring models, and segmentation logic powering AWS credit investment and discount-program decisions.
  • Defined aligned KPIs and Redshift/Python pipelines; a customer-mapping dashboard surfaced $82M in unmanaged revenue.

Data Engineer · Perficient Inc.

Aug 2019 — Apr 2020
  • Optimized healthcare data pipelines with SQL, Python, and shell scripting, improving operational efficiency 20%.
  • Rebuilt data models using Kimball dimensional techniques, cutting processing errors 25%.

Business Intelligence Analyst · ADL Group

Sep 2016 — Jul 2017
  • Optimized T-SQL stored procedures and built Tableau dashboards tracking business KPIs, improving query performance 30%.

Education

M.S., Information Management

Syracuse University · GPA 3.79 / 4.0

2017 — 2019

B.E., Computer Engineering

University of Mumbai · GPA 3.75 / 4.0

2013 — 2016