case studies
Surgical reports on technical debt, scaling issues, and architectural interventions. Focusing on risk reduction and measurable ROI.
| Project Profile | The Intervention | The Outcome | Year |
|---|---|---|---|
|
Commercial Legal-RAG Platform — External Architecture Analysis (Italy)
|
Eliminating Uncontrolled Hallucination Waste in Legal RAG: A Generation-Tier Integrity Specification
Llama-3-70B / vLLM / RadixAttention / 8B NLI Auditor / ColBERTv2 / AST Semantic Splitting / GCP
|
Design Target — 0% Contaminated Output + Full Generation-Tier Audit Trail
|
2026 |
|
Commercial Legal-RAG Platform — Independent Adversarial Audit (Spain)
|
Eliminating Fabricated Legal Citations in Legal RAG: A Retrieval Integrity Specification
spaCy / DiBERT / Milvus / ColBERTv2 / Cuckoo Filter / KeyDB / DeBERTa NLI
|
100% Observed Wrong-Statute Rate → 0% by Construction (Specified Control)
|
2026 |
|
Hyperscale Cloud Gaming Blueprint (Middle East & Singapore)
|
Eliminating Structural Deficits in Cloud Gaming Infrastructure
Oracle Cloud (OCI) / Linux / Proton / OverlayFS / Tauri / Moonlight+Sunshine
|
Sub-$0.70/hr Unit Economics at 56-Tenant Bare-Metal Density
|
2026 |
|
High-Frequency Telemetry Engine Blueprint (Global)
|
Architecting Zero-Allocation Telemetry System
Golang / Oracle Cloud (OCI) / Trino / Cloudflare
|
1M RPS (32 GB/s) at 98% Infrastructure OpEx Reduction
|
2026 |
|
SaaS Portfolio (Canada)
|
Infrastructure Economics: Slashing Burn Rate by 65%
Google Cloud Run / OVH Dedicated / Redis / BullMQ
|
65% Cost Reduction
|
2026 |
|
Digital Design Marketplace (United States)
|
Stabilising Legacy E-Commerce Infrastructure
React Router v7 / Node.js / PostgreSQL / Redis
|
99.98% Uptime (4 Years)
|
2025 |
|
Bootstrapped Verification SaaS (Canada)
|
Scaling High-Volume Email Verification at a Fraction of the Cost
Node.js / SQLite (WAL) / Redis / Distributed VPS
|
5m Verifications in <12h
|
2025 |
No matching cases found.