LuKul Atelier

Miloš Kulpinski

Fractional CTO & Systems Architect

I engineer reliable backend systems and grounded AI infrastructure. My focus is on eliminating technical debt and replacing operational instability with predictable code.

// SYSTEM_LOG: MULTI_AGENT_ORCHESTRATION

LuKul (B2B SaaS Architecture)

Custom B2B CRM & Multi-Tenant Architecture

Architected a scalable CRM for the fitness industry. Integrated Supabase for real-time state management and automated billing pipelines.

Node.jsSupabaseRBAC

Outcome

Eliminated 120+ hrs manual overhead

sql
-- Enterprise Multi-Tenant RLS Policy
CREATE POLICY "Strict Tenant Isolation" 
ON public.billing_records 
FOR ALL 
USING (
  tenant_id = NULLIF(
    current_setting('request.jwt.claims', true)::json->>'tenant_id', 
    ''
  )::uuid
);

Event Ticketing Engine

High-Concurrency Ticketing & Atomicity

Built a transaction-safe backend handling spikes via prisma.$transaction. Guaranteed zero phantom seats.

TypeScriptPrismaACID

Outcome

Zero phantom seats under load

LearnWith.AI / Algorithmic Auditing

LLM Verification & Mathematical Logic Auditing

Conducted rigorous RLHF and algorithmic auditing for complex mathematical reasoning models. Validated LLM output determinism and identified edge-case hallucinations in high-stakes logic pathways.

LLM AuditingRLHFLogic Verification

Outcome

Ranked in Top 1% of Global Auditors

Enterprise Multi-Agent Orchestration Pipeline

Asynchronous Multi-Agent Systems & RAG Infrastructure

Engineered a deterministic, fault-tolerant backend system where multiple AI agents collaborate asynchronously for complex document processing and immutable verification.

Next.jsRedis / UpstashLLM Orchestration

Outcome

100% Fault Tolerance (Auto-Fallback Routing)

// GATEWAY: ENGAGEMENT_PROTOCOL

Currently accepting select architectural consulting engagements.

Optimized for asynchronous execution across US (EST/PST) and EU (CET) timezones.

Min. engagement: $50/hr

Initiate Handshake ↘

Solving scaling bottlenecks and engineering verifiable AI orchestration for data-intensive products.