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Professional Experience

Data & Growth Consultant
Mar. 2025 – Present
The Tao of Tea — specialty tea manufacturer & wholesaler | Portland, OR
  • Cut PO processing from ~40 minutes to under 2 minutes by designing and deploying 5 production applications (Rust, TypeScript, React, Tauri, Python) using AI-assisted development (Claude Code, Cursor) — PO parsing, demand planning, constrained carton-packing optimization, case labeling, packing slips. Self-initiated, in daily use by non-technical warehouse staff.
  • Launched and scaled the Faire wholesale channel from zero to 33 retail accounts across 11+ states in 9 months, 4×-ing monthly run rate in the second half; earned and held Top Shop status every month since launch (9 of 9), with zero late shipments.
  • Built the supporting analytics in Python — basket/co-occurrence analysis, RFM segmentation, and cohort retention — and acted on the insights (a product trio in 43% of orders became a bundle strategy).
  • Secured price increases across Amazon Vendor Central and iHerb, managing both retailer relationships; onboarded TJ Maxx as new account; own key-account promotion forecasting.
  • Completed a QuickBooks migration stalled for 11 years in one week, with zero disruption to operations.
  • Drafted FDA FSMA/FSVP compliance documentation and SOPs; lead concurrent special projects with the founder — facility expansion, warehouse liquidation and equipment auctioning, website migration.
Chief of Staff (Contract)
Jan. 2025 – May 2025
Stealth Startup | Remote
  • Built an internal SaaS hiring tool with no-code platforms and GenAI, cutting time-to-hire ~40%; launched the company website in 2 weeks. (pre-seed, 5-person team.)
Data Science Intern
Dec. 2024 – Mar. 2025
TruTrip | Remote
  • Built data pipelines and governance frameworks for U.S. market expansion; presented market trend analysis to leadership, informing retention strategy.
Search Quality Evaluator (Contract)
2017 – 2022
Appen | Remote
  • Evaluated search results for relevance and quality against rigorous rater guidelines for a major technology client (under NDA) across web, image, and local verticals; maintained quality thresholds through 5 years of continuous renewals — early human-in-the-loop evaluation for large-scale ML systems.

Education

Master of Science in Data Science
2023 – 2024
Willamette University | Salem, OR
Master of Business Administration
2022 – 2024
Willamette University | Salem, OR
Bachelor of Arts (Honors) in German
2014 – 2017
Doon University | Dehradun, India

Skills

Build Stack

Rust, TypeScript, React, Tauri, Python, SQL (Postgres) — AI-assisted development (Claude, Cursor)

Data

Pandas, Polars, NumPy, Scikit-learn, R, RFM/cohort segmentation, statistical analysis, demand forecasting, Plotly, Seaborn, Tableau

Operations

Amazon Vendor Central, Faire, iHerb, QuickBooks, FDA FSMA/FSVP, channel P&L, vendor negotiation

Selected Projects

The Tao of Tea Operations Suite
Rust · TypeScript · React · Tauri · Python
End-to-end warehouse automation: PO Aggregator, PO Processing & Carton Optimization (weight-ceiling bin packing), Case Label Printer, Incoming Shipment Label Generator (deployed to thermal printers), Packing Slip Generator.
github.com/aaryanbh96 →
Faire Wholesale Channel Analytics
Python · Pandas · Plotly · Seaborn
End-to-end wholesale channel analysis — basket/co-occurrence analysis, RFM retailer segmentation, cohort retention, and Pareto concentration — surfacing a product trio in 43% of orders that drove a bundle strategy.
rearyan.com/faire-analysis.html →
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