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Project details
Advanced Predictive Analytics & Machine Learning
Maximize your data’s potential with AI-driven predictive analytics. From sales forecasting to customer churn prediction, I build custom machine learning models for smarter business decisions.
🔹 Key Features
✅ Predictive Analytics – Sales, demand, and trend forecasting
✅ Optimization Analysis – Marketing & pricing optimization
✅ Machine Learning Insights – Classification & regression models
✅ BI Dashboards – Tableau, Power BI, Looker integration
✅ Real-Time Monitoring – AI-based anomaly detection
✅ Cloud Pipelines – GCP, AWS, Azure integration
📌 Services Offered
✔ LTV-Based Ad Optimization
✔ Customer Churn Prediction
✔ Real-Time Data Monitoring
✔ Custom BI Dashboards
✔ Monthly Reports & Insights
💰 Pricing
✅ 6+ Months: $2,250/month (10% off)
✅ 3-6 Months: $2,375/month (5% off)
✅ Month-to-Month: $2,500/month
📌 Add-Ons:
🚀 Dashboards & API Integration – $3,000+
🚀 Automated Reports & Insights – $5,000+
🚀 AI-Based Anomaly Detection – $8,000+
Why Work With Me?
With expertise in AI, predictive modeling, and data analytics, I help businesses optimize operations and maximize revenue. Let’s turn your data into actionable insights! 🚀
Maximize your data’s potential with AI-driven predictive analytics. From sales forecasting to customer churn prediction, I build custom machine learning models for smarter business decisions.
🔹 Key Features
✅ Predictive Analytics – Sales, demand, and trend forecasting
✅ Optimization Analysis – Marketing & pricing optimization
✅ Machine Learning Insights – Classification & regression models
✅ BI Dashboards – Tableau, Power BI, Looker integration
✅ Real-Time Monitoring – AI-based anomaly detection
✅ Cloud Pipelines – GCP, AWS, Azure integration
📌 Services Offered
✔ LTV-Based Ad Optimization
✔ Customer Churn Prediction
✔ Real-Time Data Monitoring
✔ Custom BI Dashboards
✔ Monthly Reports & Insights
💰 Pricing
✅ 6+ Months: $2,250/month (10% off)
✅ 3-6 Months: $2,375/month (5% off)
✅ Month-to-Month: $2,500/month
📌 Add-Ons:
🚀 Dashboards & API Integration – $3,000+
🚀 Automated Reports & Insights – $5,000+
🚀 AI-Based Anomaly Detection – $8,000+
Why Work With Me?
With expertise in AI, predictive modeling, and data analytics, I help businesses optimize operations and maximize revenue. Let’s turn your data into actionable insights! 🚀
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, BERT, ChatGPT, GitHub Copilot, Google AutoML, Google Data Studio, MATLAB, Microsoft Excel, NumPy, NVIDIA AI Platform, pandas, Python, Python Scikit-Learn, PyTorch, Salesforce Einstein, scikit-learn, SciPy, SQL, Tableau, TensorFlow, XGBoostWhat's included $2,000
These options are included with the project scope.
$2,000
- Delivery Time 30 days
- Number of Revisions 3
Optional add-ons
You can add these on the next page.
Fast 15 Days Delivery
+$1,000About Ah Rum
Senior Financial Data Analyst & BI Consultant - SQL, Python, Tableau
Seoul, South Korea - 11:59 pm local time
spanning multinational corporations (Merck, Bombardier, J&J) and independent
BI consulting. I specialize in turning complex financial data into clear,
actionable business intelligence.
🔹 What I deliver:
- End-to-end BI dashboards (Tableau) for Sales, EBITDA, and cost analysis
- Automated financial reporting pipelines using SQL & Python — cutting
reporting lead times by up to 30%
- Enterprise data governance with Row-Level Security (RLS) implementation
- Predictive financial modeling & ML-based time-series forecasting
- Full-cycle FP&A: P&L management, budgeting, sales forecasting
🔹 Industry experience:
F&B · Tech · Entertainment · Medical Devices · Transportation · Pharma
🔹 Technical stack:
SQL | Python | Tableau | SAP FI/CO | Excel (Advanced) | IFRS/K-GAAP
🔹 Notable work:
- Architected secure data dashboards for large-scale organizations including
NAVER, with RLS protecting sensitive financial data across business units.
- Built CNN-based document classification models (invoices, contracts) to
automate back-office workflows.
- Supported regional financial reporting at Bombardier, coordinating across
HQ IT and Shared Service Centers in China and the Philippines.
I bridge the gap between Finance and IT — fluent in both business strategy
and data engineering. Whether you need a polished executive dashboard, a
scalable data pipeline, or a financial forecasting model, I deliver solutions
that are accurate, secure, and built to last.
📍 Seoul, Korea | Available for remote engagements worldwide
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