I will build an ai demand forecasting and pricing optimization system


About this gig
Struggling with stockouts or wrong pricing? I will build a production-grade AI system that forecasts future demand, detects sales anomalies, and finds your most profitable price point automatically.
WHY CHOOSE ME:
Most freelancers deliver a basic script. I deliver a complete business intelligence pipeline with hybrid ML, anomaly detection, pricing optimization, and auto-generated reports ready to use on day one.
WHAT YOU RECEIVE:
- 7-day multi-product demand forecasting
- Hybrid XGBoost Local and Global model blended
- Anomaly detection on unusual sales spikes
- Pricing optimization to maximize revenue and profit
- Decision engine: RESTOCK, MAINTAIN, OPTIMIZE or STOP
- Risk classification: LOW, MEDIUM or HIGH
- Excel and PDF business reports
- Clean documented Python code
WHAT I NEED FROM YOU:
CSV or Excel file with Date, Product, Sales, Price and Cost columns.
PERFECT FOR:
E-commerce, retail, supply chain, and startups needing reliable forecasting without hiring a data science team.
Message me before ordering for a free consultation.
Get to know Taha Chaudhry
AI and Machine Learning Engineer specializing in Deep Learning, NLP
- FromPakistan
- Member sinceAug 2022
- Avg. response time1 hour
Languages
Urdu, Punjabi, English
My Portfolio
FAQ
What file format do I need to provide?
I accept CSV or Excel files. Your data needs at minimum a Date column, a Sales or Demand column, and a Price column. I will handle all preprocessing, missing values, and formatting on my end.
How many products can the system handle?
The Basic package covers one product. Standard and Premium support multiple products simultaneously using a hybrid local and global model approach.
Do I need any technical knowledge to use the output?
No. I deliver a ready Excel report and PDF report with all forecasts, decisions, and recommendations written in plain business language. The code is also included for your tech team if needed.
Will you explain how the system works after delivery?
Yes. Every delivery includes a written explanation of the results, what the model found, and what actions I recommend based on the output.
Can you work with my real business data?
Absolutely. All data you share is kept strictly confidential. I do not store or share any client data after project completion.

