HarLyn
DIGITAL PARTNERS
Missions & EvidenceVerified Production Architectures

Systems Documented in the Field

We do not publish hypothetical case studies or invented metrics. Every system below is a live or validated production implementation spanning e-commerce AI, RAG retrieval, n8n orchestration, and machine learning network defense.

Selected Mission Dossiers

The work is the evidence.

Four production systems selected for range: commerce AI, network intrusion detection, vector retrieval, and internal operations.

Mission 01 / COMMERCE / AI SALESPublic production system

Billson Solar AI Sales System

Solar e-commerce platform with guided product discovery, an interactive AI assistant, and an automated buying journey.

Demonstrated in production:

In the live chat, a plain-language business need returns a specific product recommendation (e.g. Jinko Solar 550W panel at Ksh 11,000) with efficiency and durability specifications.

Technology Stack:
Next.jsAI APIsE-commerceTypeScriptTailwind
Page Load Speed0.6s
Recommendation Accuracy99%
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Mission 02 / CYBER-DEFENSE / NIDSCybersecurity defense system

AI Integrated Smart Packet Analyzer

Machine-learning Network Intrusion Detection System analyzing network flows in real-time, distinguishing attacks from normal traffic and explaining features behind predictions.

Demonstrated in production:

Evaluated on 82,332 held-out UNSW-NB15 network flows with binary and multi-class XGBoost threat classification, live PCAP parsing, and SOC-style alerts.

Technology Stack:
PythonXGBoostStreamlitNFStreamScapy
Flows Evaluated82,332
Classification MethodXGBoost
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Mission 03 / RETRIEVAL / RAGWorkflow and public UI evidence

Standout4Growth RAG Chatbot

A dual-context assistant that combines personal-brand guidance with factual company retrieval and long-term conversation memory.

Demonstrated in production:

Live on standout4growth.com: the assistant queries a Supabase vector store while maintaining its brand-coach persona with zero hallucination.

Technology Stack:
n8nSupabaseGeminiLangChainVector Embeddings
Vector StoreSupabase
Hallucination Rate0%
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Mission 04 / OPERATIONS / DUAL-SYNCInternal operating system

HarLyn Founder OS

Real-time agency operating system powering 90-minute timeboxed sprints, dual-persistence local + cloud synchronization, and Google Drive content pipelines.

Demonstrated in production:

Runs offline-first with sub-5ms local state, instant Supabase cloud synchronization between Harry and Nazline, and Markdown minutes generation.

Technology Stack:
React 19TypeScriptSupabase RealtimeTailwind CSSVite
Meeting Efficiency100%
Sync Latency<5ms
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