Sageflow Growth Consulting

👋 Hi ! I’m a senior Data Scientist with 6+ years in FinTech and growth analytics.
I help founders and leadership teams diagnose analytics, attribution, or ML systems that are no longer giving reliable answers , especially after growth, tooling changes, or model degradation.

💼 Senior Data Scientist (FinTech, Growth, Lifecycle, Risk)

• Built production ML for credit, fraud, churn, and LTV

• Formerly worked with Duolingo, KOHO, Wealthsimple, Samsara

• $10K+ earned on Upwork with long-term clients

🔧 What I Can Build for You

• Facebook/Google Ads ROI Analysis (de-trending, decay curves, adstock modeling)

• E-commerce Growth Analytics (CPC/CTR/CPA trends across multiple shops)

• ML Models for Fraud, Churn, and Credit Scoring

• Customer Lifecycle Analysis (RFM, LTV forecasting, Customer User Journey Insight)

• Marketing Mix Modeling (MMM)

🚀 My Impact at a Glance

More details available in my Portfolio section below. Full background and career history available on LinkedIn.

$800 K Revenue Uplift: Built credit‑risk models at a high growth Canadian Fintech Startup, improving approval accuracy by 42% and unlocking credit for 40K users.

40%+ Re‑Engagement Lift: Implemented an RFM framework to pinpoint high‑value vs. at‑risk customers, powering lifecycle campaigns that lifted user re‑engagement by 40.4%.

25% Campaign Efficiency Gain: Crafted K‑Mode personas and tailored offers, boosting click‑throughs by 25% and cutting wasted spend by 30%.

💡 How I Transform Small Businesses with ML/AI

Predictive Lead Scoring & Segmentation: Automate your sales funnel with data‑driven lead prioritization and persona targeting—so you invest in customers who convert.

Workflow Automation & Smart Alerts: Deploy models that streamline routine tasks (e.g. invoice reconciliation, churn alerts), freeing up your team to focus on growth.