RAG Implementation & AI Integration
Retrieval-augmented generation, vector stores, and production-safe LLM integration aligned to your data.
From $800 USD · 2–3 weeks
// Data · AI · Backend Engineering
Production-grade data platforms, RAG systems, and JVM backends for teams that cannot afford downtime — from Bogotá, shipping for the US and LATAM.
Services
From RAG rollouts to zero-downtime migrations — fixed scopes, weekly demos, and production-first delivery.
Retrieval-augmented generation, vector stores, and production-safe LLM integration aligned to your data.
From $800 USD · 2–3 weeks
Data mesh boundaries, lakehouse patterns, and pragmatic roadmaps for scale without over-engineering.
$150 USD/hr · Minimum 10 hrs
Zero-downtime cutovers, schema refactors, and validation harnesses from legacy engines to cloud-native stores.
From $600 USD · Scope-based
Batch and streaming pipelines with observability, SLAs, and replayable jobs your team can operate.
From $500 USD · 1–2 weeks
Spring and JVM services, REST contracts, and decomposition paths away from monolith hotspots.
From $1,200 USD · Scope-based
Real-time scoring, rules + ML blends, and audit-friendly pipelines for fintech-grade risk controls.
From $2,000 USD · Custom scope
Cases
Selected engagements across fintech, banking, and data engineering — names you recognize, outcomes you can ship.
MercadoLibre · Fintech
Fraud detection pipelines processing millions of daily transactions. Data Mesh architecture with AWS DataZone exposing datasets as products to 12+ internal teams. Generative AI integration to refactor legacy scoring components.
12+
Teams
$B
Transactions
4yr
Engagement
Aval Digital Lab / Banco Popular · Banking
Full modernization of account opening and credit card applications. Monolithic data models migrated to NoSQL on AWS DynamoDB. Integration with Grupo Aval banking ecosystem via AWS S3, EC2, and Lambda.
0
Downtime
3×
Processing speed
Scotiabank · Global Banking
Global team coordination to deliver fraud detection components for banking transactions. Legacy applications modernized to Spring Framework, reducing operational cost. Simultaneous delivery across 3 countries.
3
Countries
↓
Ops cost
Blend 360 · Data Engineering
Production zero-downtime migration from Microsoft SQL Server to PostgreSQL. Schema refactoring, stored procedure translation, data validation pipelines, and rollback strategy. Full integrity verification post-migration.
100%
Data integrity
0
Downtime hours
Process
A tight loop from first call to production — async by default, synchronous when it matters.
30-min call. Sin compromiso.
Scope + arquitectura + precio fijo en 48 hrs.
Weekly demos. Slack async. Staging environment.
Deploy + docs + 30 días de soporte incluidos.
Stack
Boring where possible, cutting-edge where justified — always chosen for operability, not slides.
Contact
Tell us about the workload, timelines, and risk boundaries. We reply with a technical proposal, not a sales deck.