README.md

---
title: Pak System Poc
emoji: 📉
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
---

Precision Attract-and-Kill (PAK) System

Interactive POC Platform for Coffee Berry Borer Management

This platform provides interactive tools for analyzing the financial and operational feasibility of implementing the Precision Attract-and-Kill (PAK) System for coffee pest management.

🎯 Overview

The PAK System represents a transformative approach to Coffee Berry Borer (CBB) management, combining optimized semiochemical lures with the entomopathogenic fungus Beauveria bassiana. This interactive platform allows stakeholders to:

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Analyze farm-level ROI and financial projections

•
Evaluate network-wide impact across multiple farmers

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Generate comprehensive feasibility reports

•
Access technical specifications and implementation details

✨ Features

🚜 Farm Analysis

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ROI Calculator: Input your farm size and receive detailed financial analysis

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Comparison Charts: Visual comparison of infestation rates, yields, costs, and profits

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5-Year Projections: Long-term financial forecasting

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Customizable Scenarios: Analyze different farm sizes and conditions

🌍 Network Analysis

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Farmer Network Impact: Analyze aggregate impact across multiple farmers

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Per-Farmer Metrics: Calculate benefits for individual farmers within the network

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Sustainability Metrics: Track environmental and livelihood benefits

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Network Visualization: Charts showing cost breakdown and profit distribution

📊 Detailed Reports

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Feasibility Reports: Publication-ready reports for stakeholder presentations

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Executive Summaries: Key findings and recommendations

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Technical Specifications: Complete system details

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Risk Assessment: Identified risks and mitigation strategies

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Implementation Roadmap: Phase 1, 2, and 3 timelines

ℹ️ System Information

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Active Ingredients: Semiochemical lures and biological agents

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Application Methods: Drone/UAV and backpack sprayer options

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Performance Metrics: 90%+ efficacy, 33% cost reduction, 50% labor reduction

•
Safety & Compliance: Organic certification and environmental safety

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Business Model: IPM-as-a-Service pricing and adoption strategy

🔢 Key Metrics

Metric
Current IPM
PAK System
Improvement
Infestation Reduction
50-90%
90%+
0-40%
Cost per Hectare
S$150
S$95
33% savings
Labor Hours per Hectare
16 hours
8 hours
50% reduction
Annual Profit (5 ha)
S$2,250
S$3,750
67% increase
Payback Period
N/A
<12 months
-


💰 Financial Example

For a 5-hectare farm:

Current IPM Approach:

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Annual Cost: S$750

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Annual Revenue: S$3,750

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Annual Profit: S$3,000

PAK System Approach:

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Annual Cost: S$475

•
Annual Revenue: S$3,937.50

•
Annual Profit: S$3,462.50

Improvement:

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Cost Savings: S$275/year

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Revenue Increase: S$187.50/year

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Profit Improvement: S$462.50/year (15% increase)

🚀 How to Use

1.
Select a Tab: Choose between Farm Analysis, Network Analysis, Detailed Report, or System Information

2.
Enter Parameters: Use sliders to input farm size, number of farmers, or projection period

3.
Click Analyze: Generate calculations and visualizations

4.
Review Results: Examine charts, metrics, and detailed analysis

5.
Generate Reports: Create publication-ready reports for presentations

📋 Implementation Timeline

Phase 1: Proof of Concept (2026)

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Duration: 12 months

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Investment: S$6,500

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Location: Vietnam

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Deliverables: Field trial validation, efficacy data, cost-benefit analysis

Phase 2: Expansion & Standardization (2027)

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Duration: 12 months

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Investment: S$12,500-15,000

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Locations: Indonesia, Papua New Guinea

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Deliverables: Formulation adaptation, expanded trials, standardized protocols

Phase 3: Commercialization (2028+)

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Model: IPM-as-a-Service

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Pricing: S$5-10/bag post-harvest fee

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Scalability: Global rollout across ECOM network

🔬 Technical Specifications

Active Ingredients

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Semiochemical Lure: Optimized blend of CBB aggregation pheromone and host volatiles

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Biological Agent: Beauveria bassiana (entomopathogenic fungus)

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Formulation: Micro-encapsulated paste/gel for weather resistance

Application Methods

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Drone/UAV: Automated spot-spraying for estates and farmer clusters

•
Backpack Sprayer: Semi-automated application for individual smallholders

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Frequency: 2-3 applications per season during peak CBB activity

Safety & Compliance

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✅ Organic Certification: Fully compliant (Rainforest Alliance, 4C, etc.)

•
✅ Environmental Impact: No harm to pollinators or beneficial insects

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✅ Biodiversity: Supports regenerative agriculture practices

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✅ Regulatory: Aligns with international standards

📊 Data Sources

All calculations are based on:

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Field trial data from ECOM demo plots in Vietnam

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Published research on Beauveria bassiana efficacy

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Regional labor cost data (S$5/hour)

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Current coffee market prices (S$2.50/kg)

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Baseline infestation rates (41% in untreated fields)

🛠️ Technology Stack

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Framework: Gradio 4.26.0

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Backend: Python 3.9+

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Visualization: Matplotlib, NumPy, Pandas

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Deployment: HuggingFace Spaces

📱 Browser Compatibility

This platform works on:

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✅ Chrome/Chromium (latest)

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✅ Firefox (latest)

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✅ Safari (latest)

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✅ Edge (latest)

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✅ Mobile browsers (iOS Safari, Chrome Mobile)

🤝 Support & Feedback

For questions, feedback, or technical support:

1.
HuggingFace Discussions: Use the space discussions feature

2.
Direct Contact: Reach out to the development team

3.
Bug Reports: Report issues through the platform

📚 Additional Resources

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Project Proposal: Comprehensive project proposal document

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Presentation Slides: 10-slide presentation with visual assets

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Speaking Script: 1-minute elevator pitch script

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Landing Page: Professional marketing website

📄 License

This platform is provided as-is for evaluation and demonstration purposes.