Technology
Engineering built for production intelligence.
Lared Media’s stack spans applied AI/ML systems and modern application infrastructure — TypeScript, React, Next.js, FastAPI, PostgreSQL, Redis, AWS, and more.
Capabilities
AI that ships beyond the prototype.
We build RAG pipelines, LLM tool-calling agents, local inference servers, and async queue-based retrieval — systems designed to operate under real product constraints.
Stack
AI Engineering
RAG Systems
Vector search pipelines for grounded, context-aware retrieval.
LLM Agents
Tool-calling agents that reason and act across workflows.
OpenAI
Production LLM integrations for matching, generation, and ranking.
Hugging Face
Model tooling and experimentation for applied ML systems.
Ollama
Local inference servers for private, low-latency AI workloads.
Application Stack
Next.js
App Router products with server-first rendering and performance.
React
Composable interfaces for complex consumer workflows.
TypeScript
Type-safe systems across frontend and shared contracts.
FastAPI
High-performance Python APIs for AI and data services.
Infrastructure
PostgreSQL
Relational foundation for durable product data.
Redis
Caching and async queues for responsive retrieval at scale.
AWS
Cloud infrastructure for shipping and operating production systems.
Supabase
Auth, storage, and Postgres-backed product primitives.
Principles
Modern stack. Operational discipline.
The tools matter — but so does owning architecture, APIs, frontend, testing, deployment, and incident response as one continuous system of delivery.
Start a conversation
Building something that needs trust, intelligence, and speed?
Lared Media partners through founder-led engineering — from zero-to-one product definition through production AI systems.