INDEX OF WORK

Production case studies.

A technical index of deployed cognitive systems, autonomous multi-agent swarms, and custom machine learning pipelines.

2025 // Global Fintech InstitutionMulti-Agent Systems (MAS)

Autonomous Research and Outreach Swarm

Orchestrated a resilient swarm of specialized agents (Researcher, Synthesizer, Operator) to automate deep lead research and personalized outreach pipelines using sandboxed tool executions.

Impact3.5x pipeline acceleration
Impact40% higher engagement rate
ImpactZero-touch human bottleneck
2024 // High-Growth SaaSLLM Integration & RAG

Enterprise Resolution System

Constructed an intelligent resolution architecture using domain-tuned Claude and GPT models. Enabled high-precision hybrid retrieval across a 10,000+ technical documentation repository.

Impact85% automated first-contact resolution
Impact60% ticket escalation reduction
ImpactSub-2s end-to-end response
2024 // HealthTech PlatformComputer Vision & Domain LLM

Multimodal Medical Diagnostic Assistant

Engineered a high-precision medical imaging pipeline for anomaly screening, integrated with a localized LLM to generate structured diagnostic summaries with full citation backing.

Impact97% anomaly recall benchmark
Impact50% faster summary turnaround
ImpactFully HIPAA compliant
2024 // Global Freight & LogisticsCustom Machine Learning

Predictive Supply Chain Estimator

Developed proprietary forecasting recurrent networks evaluating multivariate constraints to dynamically optimize inventory distribution and eliminate systemic stockouts.

Impact92% forecast accuracy across routes
Impact30% working capital reduction
ImpactAutomated restock triggers

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