growthstory

Work & Experience

A collection of independent products I've built, alongside selected professional engineering experience.

Independent / Selected Projects

Products, intelligent systems, and technical experiments built independently.

ProfMe

ProfMe

0→1 Professional Intelligence Product

An end-to-end AI product: from the customer pain of fragmented work context to evidence-backed memory, HITL review, Temporal recovery, and a shippable professional intelligence layer.

AI SystemsFastAPIPostgreSQLTemporalLLMs
PrimeLife OS

PrimeLife OS

0→1 Personal Intelligence OS

A 0→1 AI product exploring personal operating systems — goals, plans, and next actions grounded in evidence, designed within local/context limits rather than chatbot defaults.

ExpoReact NativeSQLiteSupabaseLocal AI
Sovereign Intelligence

Sovereign Intelligence

Product Architecture for Owned Intelligence

An architectural product thesis: design AI capabilities around ownership, evidence, and trust boundaries — so the product stays useful without surrendering the user's source of truth.

ArchitectureData SovereigntyLocal AITrust BoundariesMulti-model Systems
TwoLines

TwoLines

Consumer / Mobile / Real-time

A consumer mobile application focused on real-time collaboration, shared AI-generated experiences, and lightweight relationship rituals.

React NativeWebSocketsSupabaseNode.jsRevenueCat
MyStyles

MyStyles

Consumer / Personalization

A consumer application demonstrating product engineering, recommendation logic, and UX-driven development.

FrontendBackendPersonalizationConsumer UX
Notion RAG / Second Brain

Notion RAG / Second Brain

RAG / Knowledge Systems

An early technical exploration of RAG, vector search, and LLM reasoning applied to a Notion second brain.

RAGVector SearchEmbeddingsContextual Retrieval
Breakpoint

Breakpoint

Product / Engineering

A technical project focusing on engineering depth, architecture, and solving hard constraints.

ArchitectureSystem DesignProblem Solving
Production AI Infrastructure

Production AI Infrastructure

LLM Infrastructure

A deep dive into the backend systems and gateways required to run probabilistic models in strict production environments.

AI GatewayLiteLLMObservabilityFallback RoutingSystem Architecture
Workflow Orchestration

Workflow Orchestration

Temporal / Distributed Systems

A compact engineering case study on utilizing Temporal and event-driven architecture to coordinate complex, long-running processes.

TemporalDistributed SystemsEvent-drivenIdempotency

Professional Experience

Selected engineering work built professionally for companies and clients.

Boomerang AI

AI / SaaS / Data Systems

Professional experience building distributed pipelines, data enrichment, and relationship intelligence systems at scale.

B2B SaaSBackend SystemsEntity ResolutionAPI Performance
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TailorBird

SaaS / Product Engineering

Backend and product engineering for SaaS platforms. End-to-end ownership of APIs, database design, and product integrations.

SaaS EngineeringBackend SystemsAPIsProduct Development
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Servosys

Enterprise Software

Enterprise software engineering foundation focusing on reliable backend systems, business workflows, and production deployments.

Enterprise SoftwareBackend SystemsBusiness WorkflowsReliability
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Freelance Mobile Engineering

Mobile / Independent Engineering

Independent mobile product delivery using React Native. Handled product requirements, integrations, and App Store releases.

React NativeMobile ArchitectureAPI IntegrationState Management
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