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benjaminbellman/README.md

Hey there, I'm Ben! ๐Ÿ‘‹

Director of Revenue Operations @ Authorium | Scaling Gov-Tech SaaS | AI Workflow Enthusiast


๐Ÿง‘โ€๐Ÿ’ป About Me

I'm a French-American ๐Ÿ‡ซ๐Ÿ‡ท๐Ÿ‡บ๐Ÿ‡ธ operations leader based in San Francisco with 8+ years of experience scaling startups across data, product, and revenue operations. Currently at Authorium, a gov-tech SaaS startup where I lead RevOps and helped drive 482% growth over three years โ€” earning a spot on the 2025 Inc. 5000 (#882 nationally).

๐ŸŽ“ McGill University โ€” B.Sc. in Environmental Science & Economics

Previously: data science consulting, product management, business ops at an AI R&D lab, and early-stage fintech.


๐Ÿ”ง What I Work On

  • ๐Ÿ“Š GTM Infrastructure โ€” OKR dashboards, pipeline analytics, and reporting in Salesforce
  • ๐Ÿค– AI & Automation โ€” Using AI tools to streamline workflows and eliminate manual ops
  • ๐Ÿ’ฐ Financial Modeling โ€” ARR forecasting, LTV/CAC, retention modeling for investor comms
  • ๐Ÿ“ˆ Product Analytics โ€” SQL-based utilization tracking (DAUs/MAUs) to drive CS outcomes
  • โš™๏ธ Process Optimization โ€” Cross-functional GTM alignment across Sales, Marketing & CS

๐Ÿ› ๏ธ Tech & Tools

Python SQL Salesforce Jira Tableau HubSpot Google Sheets Google Analytics Figma Power BI


๐Ÿš€ Projects

  • โšฝ Arsenal Fan Sentiment Analysis โ€” NLP sentiment analysis project exploring fan reactions and emotions across match days. COYG!
  • ๐Ÿ’ Wedding Game with Lou โ€” Built a fun interactive game for our wedding guests with my fiancรฉe Lou.
  • ๐Ÿ“ฆ Shopify Customer Prediction โ€” Applied ML techniques to predict repeat customers and lifetime value for e-commerce stores. View on GitHub
  • ๐ŸŽต iTunes Library Analysis โ€” Used supervised ML to predict song plays from my personal library and track how my music taste evolved over time.

๐ŸŽ‰ Fun Facts

  • ๐Ÿ’ Engaged to my amazing fiancรฉe Lou โ€” we even built a wedding game together!
  • ๐Ÿ‡ซ๐Ÿ‡ท๐Ÿ‡บ๐Ÿ‡ธ French-American, native in both English & French, proficient in Spanish
  • ๐ŸŒ Traveled to 20+ countries and counting
  • โšฝ Die-hard Arsenal supporter โ€” mostly lows, but we don't talk about that
  • ๐ŸŽฎ Avid Pokรฉmon GO player
  • ๐ŸŽถ Eclectic music taste โ€” everything from 60s classics to EDM to variรฉtรฉ franรงaise
  • ๐Ÿ‹๏ธ Gym & outdoor hiking when I'm not at a screen

๐Ÿ”ฅ What Drives Me

I'm passionate about using AI and automation to make teams more efficient and help businesses scale intelligently. Whether it's building a financial model, optimizing a GTM pipeline, or automating a painful manual workflow โ€” I love turning complexity into clarity.


๐Ÿ“ฌ Let's Connect

Email LinkedIn


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  1. Shopify_CLTV_Machine_Learning Shopify_CLTV_Machine_Learning Public

    Use of machine learning to predict post first week spend customer LTV and repeat customers for stores that run on the Shopify platform.

    Jupyter Notebook 8 1

  2. Apple_Music Apple_Music Public

    Using Machine Learning to predict song play count and derive insights of music tastes.

    Jupyter Notebook 4

  3. Arsenal_Sentiment_Analysis Arsenal_Sentiment_Analysis Public

    Use of Natural Language Processing, Twitter API to conduct a Sentiment Analysis of Arsenal Tweets.

    Jupyter Notebook 1

  4. ben-and-lou ben-and-lou Public

    Ben and Lou's Wedding Game

    JavaScript

  5. strategyops strategyops Public

    My website

    TypeScript

  6. contract-lifecycle-management contract-lifecycle-management Public

    Public-sector Contract Lifecycle Management (CLM) system - Full documentation, schemas, and workflows for government agency contracting

    1