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ML Detection Projects
Real-time Object Detection
- Traffic Patterns
- Event Detection
- Infrastructure Analysis
- Parking Availability
- Storefront Analysis
- Anomaly Detection
- Greenery and Public Spaces
- Environmental Analysis
- Safety Analysis
HSE Compliance Detection
- Personal Protective Equipment (PPE) Usage
- Safety Drill Compliance
- Unsafe Behavior Analysis
- Hazardous Environment Detection
- Anomaly Detection
- Safety Signage and Labeling
- Crowd Density
- Training Efficacy
- Fire Safety
Document Auto Detector
- Authentication and Tampering
- Document Redundancy
- Sensitive Information Detection
- Language and Translation
- Trend Analysis
- Document Linkage
- Image and Graphic Detection
- Accessibility Compliance
- Document Versioning
ML Prediction Projects
Gas Pump Failure Prediction
- Failure Patterns
- Predictive Maintenance Scheduling
- High-Risk Components
- Operational Inefficiencies
- Anomaly Detection
- Cost Analysis
- Fuel Quality Impact
- External Factors
- Lifespan Prediction
Bank Fraud Prediction
- Beneficiary Analysis
- Transaction Patterns
- Geographic Hotspots
- Account Access Patterns
- Merchant Risks
- Anomaly Detection - False (Positives/Negatives)
- Cross-channel Fraud
- Impact of Security Measures
- Customer Behavior Analysis
Customer Churn Prediction
- Billing and Pricing Issues
- Usage Patterns
- Service Interruptions
- Engagement Metrics
- Customer Support Interactions
- Product/Feature Utilization
- Contractual Insights
- Competitive Landscape
- Promotions and Offers
ML Classification Projects
Credit Application Approval
- Applicant Risk Profile & Credit Score
- Income and Debt Ratios
- Employment History
- Age and Creditworthiness
- Geographical Trends
- Credit Utilization
- Historical Financial Behavior
- Influence of Guarantors
- Recent Inquiries
Sentiment Analysis
- Product Feature Sentiment
- Competitive Sentiment Analysis
- Demographic-Based Sentiment
- Emotion Intensity
- Causal Factors
- Anomalies in Sentiment
- Impact of Marketing Campaigns
- Content Creation Ideas
- Efficacy of Customer Support
Resume Preprocessing
- Candidate Suitability Score
- Skill Set Analysis
- Job Role Matching
- Employment Gap Analysis
- Cultural Fit
- Recommendation for Alternate Roles
- Keyword Importance
- Red Flags Detection
- Certification Analysis
