You will get a python data model pipeline for financial fraud audit analysis
Project details
Protect your business from financial loss with a custom Python tool built to catch fraud before it impacts your bottom line. Fraud is rare, usually making up less than 1 percent of total transactions. Because it is so rare, standard software often misses it completely. This project solves that by building a smart monitoring system in a clean Jupyter Notebook, specifically trained to find hidden patterns with high accuracy.
What this service delivers:
Smart Data Cleaning: We fix missing data and use balancing tools so the system knows exactly what fraud looks like.
Behavior Tracking: The software flags unusual activity like sudden transaction spikes, time series shifts, or strange locations.
Advanced AI Detection: We run data through powerful machine learning models like Random Forests and LightGBM to flag suspicious activity instantly.
Clear Explanations: We use transparent AI tools so your team can see exactly WHY a transaction was flagged as high risk.
You will receive the complete, clean code file alongside clear visual performance charts.
What this service delivers:
Smart Data Cleaning: We fix missing data and use balancing tools so the system knows exactly what fraud looks like.
Behavior Tracking: The software flags unusual activity like sudden transaction spikes, time series shifts, or strange locations.
Advanced AI Detection: We run data through powerful machine learning models like Random Forests and LightGBM to flag suspicious activity instantly.
Clear Explanations: We use transparent AI tools so your team can see exactly WHY a transaction was flagged as high risk.
You will receive the complete, clean code file alongside clear visual performance charts.
Machine Learning Tools
MATLAB, NumPy, pandas, Python, scikit-learnWhat's included
| Service Tiers |
Starter
$300
|
Standard
$500
|
Advanced
$800
|
|---|---|---|---|
| Delivery Time | 14 days | 7 days | 6 days |
Number of Revisions | 0 | 0 | 0 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | ||
Source Code | - | - |
Optional add-ons
You can add these on the next page.
Additional Model Variation
(+ 2 Days)
+$10
Additional Graph/Chart
(+ 1 Day)
+$10
Data Source Connectivity
(+ 2 Days)
+$10
Source Code
(+ 1 Day)
+$20Frequently asked questions
About Mista Interjit
Business Systems Analyst | System Developer | Python & SQL
Nairobi, Kenya - 10:47 pm local time
Core Expertise I Bring to Your Project:
- ERP & Enterprise Architecture: Frappe Framework, ERPNext module design, workflow automation, and Role-Based Access Control (RBAC).
- Data Engineering & Automation: Complex Python scripting, database performance tuning, ETL pipelines, and legacy system migrations.
- Business Intelligence: Advanced SQL query optimization, executive dashboard design (Power BI/Metabase), and system analytics.
- Integrations: Connecting APIs (WhatsApp, Call Centers, SMS gateways, CRMs) to the core system. Let’s hop on a brief call to discuss how we can streamline your business workflows and unlock hidden efficiency in your data infrastructure.
Steps for completing your project
After purchasing the project, send requirements so Mista Interjit can start the project.
Delivery time starts when Mista Interjit receives requirements from you.
Mista Interjit works on your project following the steps below.
Revisions may occur after the delivery date.
Data ingestion & imbalance correction
I will import your dataset, clean missing values, normalize outliers, and apply SMOTE techniques to resolve extreme class imbalances
Feature engineering & feature selection
I will engineer behavioral indicators like transaction velocity profiles and flag structural anomalies before isolating optimal variables