We Build AI Systems
That Actually Work

Production-grade LLM architectures, RAG systems, and Computer Vision pipelines. Founder-led, elastic when scope demands.

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Trusted architecture for
AWSPyTorchHugging Face
RAGAWS Bedrock

Knowledge Base Chatbot

50% faster support responses

Migrated legacy support to semantic retrieval. 10k+ documents indexed, sub-200ms query latency.

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VideoLLMOpenSearch

Sports Event Detection

5x faster than legacy CV

Real-time game event identification for PlayOn!. Bedrock-powered pipeline, frame-accurate timestamps.

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Fine-tuningMLOps

Web Data Aggregation

30% revenue increase

End-to-end transformer pipeline with custom GPU-accelerated retrieval. Deployed on schedule, scaled under load.

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From Prototype to Production

Six-week sprints. Direct founder access. No process theater.

  • Discovery & architecture(Week 1)
  • MVP build(Weeks 2-4)
  • Production hardening(Weeks 5-6)
  • Handoff or continuous iteration(Ongoing)
How We Work
W1
Week 1
W4
Week 4
W6
Week 6

Ready to Ship?

Book a 30-minute technical assessment. No sales pitch, just scoping.

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Or email directly: am.adriel.martins@gmail.com