Shiven Arya

Work

Projects across data engineering, marketplace analytics, AI tooling, healthcare ML, and product design — most of them starting with a messy problem and no obvious answer.

2025

AI & Data Science Intern

Jade Global — AI Data Readiness Checker

AI ProductData EngineeringSnowflake

Jade Global

Built Python + Snowflake pipelines across 100+ enterprise tables and translated 14 data-quality dimensions into an AI readiness scoring system. Designed the product scope, built the supporting dashboard, and presented the prototype to senior leadership — who greenlit it as a client-facing product to accelerate ML project launches.

View case study

2025

Product Analyst Intern

Verve — Marketplace Analytics Dashboard

AnalyticsMarketplace SystemsSQL

Verve

Built and launched a Tableau Health Dashboard consolidating 10+ marketplace KPIs across millions of daily ad auctions. Developed automated SQL + Python pipelines in BigQuery to monitor revenue trends. The goal was not just reporting, but giving product and business teams a clearer view of where the marketplace was breaking down.

View case study

2024–present

Product Manager

TenantBridge

Product ManagementUser ResearchFigma

MProduct, University of Michigan

Leading a 3-person team through the full product lifecycle for TenantBridge within MProduct. Conducted 20+ user interviews to identify unmet needs, synthesized findings into MVP scope and prioritized tradeoffs, and created high-fidelity Figma mockups and a pitch deck to guide the roadmap.

View case study

2023–2024

Professor Assistant — Data Scientist

NIMHANS — Catatonia Outcome Prediction

Machine LearningHealthcarePython

NIMHANS, Bengaluru

Collaborated with clinicians to analyze 450+ patient records and build an ML pipeline for catatonia outcome prediction. Benchmarked Random Forest, Logistic Regression, and SVC models, achieving 75% accuracy. Identified 15 key clinical features and presented findings via ROC curves and confusion matrices to non-technical stakeholders.

View case study