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3rd place

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@@ -59,6 +59,34 @@ The SOCAR Historical Documents AI System is a sophisticated document intelligenc
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  ## Development Workflow & Methodology
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  ### How We Built This System: From Problem to Solution
 
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+ ## Hackathon Results
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+ **Team BeatByte - 3rd Place**
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+ ![Team Performance Results](docs/team_results.png)
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+ | Rank | Team Name | Total Score out of 300 | Total Score out of 500 | Total Presentation Score | Total Score |
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+ |------|-----------|------------------------|------------------------|--------------------------|-------------|
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+ | 1st | Neon_Tech | 259.661 | 404.35 | 186.6 | 850.61 |
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+ | 2nd | Triangle | 144.429 | 407.25 | 183.3 | 734.98 |
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+ | **3rd** | **BeatByte** | **141.154** | **366.86** | **186.6** | **694.61** |
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+ | 4th | DataDrill | 62.416 | 391.23 | 183.3 | 636.95 |
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+ **Our Performance**:
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+ - **LLM Track (out of 300)**: 141.154 points
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+ - **OCR Track (out of 500)**: 366.86 points
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+ - **Presentation Score**: 186.6 points
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+ - **Total Score**: 694.61 points
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+ **Key Highlights**:
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+ - Secured **3rd place** among all competing teams
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+ - Achieved highest presentation score (186.6) tied with Neon_Tech
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+ - Strong OCR performance with 366.86/500 points (73.37%)
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+ - Solid LLM implementation with 141.154/300 points (47.05%)
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+ - Comprehensive system architecture with production-ready deployment
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  ## Development Workflow & Methodology
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  ### How We Built This System: From Problem to Solution