You will get Churn Risk Audit + Prediction Model for SaaS & Subscription Businesses
Rising Talent
Project details
If you're losing customers and finding out too late, this is for you. I'll build you a churn prediction model trained on your actual usage, billing, and engagement data — not a generic template — and hand you back a working system that tells your team which accounts are at risk before they cancel.
What you get:
— A trained churn prediction model calibrated on your data
— A CSV or API output ranking every active customer by 30-day churn risk
— A 1-page summary explaining which signals drive churn in your specific business
— A 30-minute call to walk your team through how to act on the scores
Best fit: B2B SaaS, subscription services, membership businesses, or any company where customers pay recurring revenue and your retention numbers aren't where you want them.
What I need from you to start:
— Customer-level data (usage, billing events, support tickets if available)
— A definition of what "churn" means in your business
— Sample of 6+ months of historical data
Not a fit if you have fewer than ~500 customers or less than 6 months of data — there isn't enough signal to model on yet. I'll tell you upfront if that's the case.
What you get:
— A trained churn prediction model calibrated on your data
— A CSV or API output ranking every active customer by 30-day churn risk
— A 1-page summary explaining which signals drive churn in your specific business
— A 30-minute call to walk your team through how to act on the scores
Best fit: B2B SaaS, subscription services, membership businesses, or any company where customers pay recurring revenue and your retention numbers aren't where you want them.
What I need from you to start:
— Customer-level data (usage, billing events, support tickets if available)
— A definition of what "churn" means in your business
— Sample of 6+ months of historical data
Not a fit if you have fewer than ~500 customers or less than 6 months of data — there isn't enough signal to model on yet. I'll tell you upfront if that's the case.
Machine Learning Tools
Apache Spark, Fiddler.ai, Google AutoML, Google Data Studio, H2O, Microsoft Excel, Microsoft Power BI, NumPy, pandas, Python, PyTorch, R, RapidMiner, scikit-learn, SQL, TensorFlowWhat's included $1,200
These options are included with the project scope.
$1,200
- Delivery Time 10 days
- Number of Revisions 1
- Number of Model Variations 2
- Number of Scenarios 2
- Number of Graphs/Charts 3
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
Optional add-ons
You can add these on the next page.
Source Code
(+ 3 Days)
+$800About Salman
AI Automation Engineer | n8n, Make,com, OpenAI | Business Workflows
Faisalabad, Pakistan - 4:16 am local time
I've audited dozens of operations where skilled team members spend 2–4 hours daily on data entry, lead routing, follow-up emails, invoice processing, or report generation — tasks that should have been automated years ago. The cost isn't just the wasted hours. It's the strategic work that never gets done because your team is stuck in the operational grind.
I build AI-powered workflow systems that eliminate that grind permanently. My clients typically recover 15–30 hours per week per team member within the first 30 days. These aren't fragile Zapier hacks — these are production-grade systems built to run without babysitting.
I help in building,
→ AI lead qualification and CRM routing (HubSpot, GoHighLevel, Pipedrive)
→ Automated client onboarding and document workflows
→ AI chatbots and customer support triage systems
→ Multi-step sales follow-up sequences with AI personalization
→ Data enrichment pipelines (Apollo, Clay, LinkedIn) feeding your CRM automatically
→ Internal operations dashboards connected to live business data
→ AI-powered content and reporting pipelines
Tech Stack:
n8n · Make · Zapier · OpenAI API · Claude API · Python · HubSpot · GoHighLevel · Airtable · Notion · Slack API · Google Workspace · Webhooks · REST APIs · Supabase
If you have a specific workflow bottleneck, send me a 2-sentence description of the problem and I will send you back a proposed automation architecture — before any contract. That's how confident I am that I can solve it. Message me now.
Steps for completing your project
After purchasing the project, send requirements so Salman can start the project.
Delivery time starts when Salman receives requirements from you.
Salman works on your project following the steps below.
Revisions may occur after the delivery date.
Gathering Requirements
Processing practical work on my end