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// PRODUCTION DEPLOYMENTS & ARCHITECTURAL CASE STUDIES · SECTION 04

Flagship Systems & Production Impact

Technical architecture breakdowns of production systems, projects, and repositories this candidate has attached to their dossier.

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SYSTEM 01 // PROJECTRole: FEATURED PROJECT

AgentGuard

Vendor-agnostic multi-agent AI system (OpenAI, Anthropic, Gemini, Ollama) with Planner, Navigator, Validator agents on distributed systems; 61 integration tests, 25-payload adversarial corpus; identified 3 critical-severity vulnerabilities via object-oriented design and severity scoring

TechnologyPython
StackTypeScript
PlatformLangChain.js
Outcomeidentified 3 critical-severity vulnerabilitiesSelf-reported
Metric 02—Pending
Metric 03—Pending
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SYSTEM 02 // PROJECTRole: FEATURED PROJECT

Amazon Product Classifier

Offline benchmark: TF-IDF + SVM (96.5% accuracy) vs. LLM few-shot classifier (Gemini 1.5 Flash) on Amazon ML Challenge 2023; algorithm design and complexity analysis across 36 categories with relational database storage

TechnologyPython
StackScikit-learn
PlatformGemini
Outcome96.5% accuracySelf-reported
Metric 02—Pending
Metric 03—Pending
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// RECRUITMENT & ADVISORY ENGAGEMENTS

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