Please enable JavaScript.
Coggle requires JavaScript to display documents.
AI Detection Systems Portfolio - Coggle Diagram
AI Detection Systems Portfolio
01 / AI Fraud Detection System
Focus
Financial Fraud Prevention
Spotting Unusual Financial Behavior
Core Capabilities
Transaction Data Analysis
Pattern Analysis & Risk Scoring
Real-Time Fraud Alerts
Tech Stack
Python
Pandas
Scikit-Learn
Flask / Streamlit
02 / Spam Email Detector
Focus
Email Security & Inbox Protection
Filtering Unwanted Messages
Core Capabilities
Text Preprocessing & Cleaning
Keyword & Pattern Analysis
Spam Probability Prediction
Tech Stack
Python
NLP
TF-IDF
Streamlit
03 / Fake News Detection
Focus
Content Verification
Flagging Misleading News
Core Capabilities
News Article Text Analysis
Reliability & Confidence Scoring
Model-Performance Visualization
Tech Stack
Python
NLP
Machine Learning
Pandas
System Architecture & Workflow
Data Pipeline
Data Cleaning & Preprocessing
Feature Engineering
Analysis & Output
Content & Data Classification
Model Evaluation
Surfacing Actionable Results
Core Skills Demonstrated
Data & AI Capabilities
Machine Learning
Natural Language Processing (NLP)
Classification Algorithms
Model Evaluation
Engineering & UI
Python Development
Data Visualization
Web App Development