Case Studies
Deep-dive technical implementations with quantified business impact, live metrics, and evidence from production systems.
Portfolio Overview
Case Studies
Total Value
Avg Impact
Total Work
Avg ROI
Metrics updated from live production systems and GitHub repositories
Featured Case Studies
Implemented dynamic batching and model quantization achieving $45k/month GPU cost savings while improving performance
Tech Stack
Key Outcomes
- 60% GPU cost reduction ($45k/month savings)
- 92/100 impact score with quantified performance gains
- 25% faster inference speed with optimized batching
- +1 more outcomes
Enhanced RAG retrieval with semantic chunking and reranking achieving 99.5% accuracy in document retrieval
Tech Stack
Key Outcomes
- 99.5% retrieval accuracy vs 87.2% baseline
- 35% performance improvement in response time
- $18k business value through automation
- +1 more outcomes
All Case Studies
Implemented dynamic batching and model quantization achieving $45k/month GPU cost savings while improving performance
Tech Stack
Key Outcomes
- 60% GPU cost reduction ($45k/month savings)
- 92/100 impact score with quantified performance gains
- 25% faster inference speed with optimized batching
- +1 more outcomes
Enhanced RAG retrieval with semantic chunking and reranking achieving 99.5% accuracy in document retrieval
Tech Stack
Key Outcomes
- 99.5% retrieval accuracy vs 87.2% baseline
- 35% performance improvement in response time
- $18k business value through automation
- +1 more outcomes
These case studies represent real implementations with measurable business impact. Let's discuss how similar approaches can benefit your organization.