Services

Full-stack AI development with an evaluation-first mindset. We ship production-grade systems, not prototypes.

End-to-end feature design and build

AI Product Development

From user research to production deployment. We build AI features that users actually want, with proper evaluation and iteration cycles.

Who it's for

  • → Founders adding AI to their product
  • → Product teams shipping new AI features
  • → Companies modernizing legacy systems
4-8 weeks
Next.jsFastAPIOpenAIAnthropic

Typical outcomes

  • Features that improve core metrics
  • Clear product specs with acceptance criteria
  • Production code with monitoring
  • User feedback integration workflow

What you get

Product specTechnical designProduction codeEval suiteMonitoring dashboardRunbook
Evaluation-driven retrieval tuning

RAG + Search Systems

Build search and retrieval systems that actually return relevant results. With proper evals, not vibes.

Who it's for

  • → Teams building knowledge bases
  • → Companies with unstructured data
  • → Products needing semantic search
3-6 weeks
PineconeWeaviateOpenAI EmbeddingsCohere Rerank

Typical outcomes

  • Measurable precision/recall improvements
  • Reduced hallucination rates
  • Source citations in responses
  • Fast query latency

What you get

Retrieval pipelineEval harnessVector DB setupRe-ranking logicQuery analysis dashboard
Workflow orchestration that ships

Automation + Agents

Agents that work in production, not just demos. With tool calling, guardrails, and human-in-the-loop patterns.

Who it's for

  • → Operations teams
  • → Customer support
  • → Data processing workflows
4-8 weeks
LangGraphOpenAI FunctionsAnthropic ToolsTemporal

Typical outcomes

  • Reduced manual task time
  • Consistent process execution
  • Audit trails and logging
  • Graceful failure handling

What you get

Agent architectureTool integrationsGuardrail systemHITL workflowMonitoring
Training, inference, optimization

ML Engineering

Custom model training and deployment. From fine-tuning to cost-optimized inference pipelines.

Who it's for

  • → Teams needing custom models
  • → High-volume inference optimization
  • → Domain-specific AI applications
6-12 weeks
PyTorchHugging FaceWeights & BiasesModal

Typical outcomes

  • Models that beat baselines
  • Reduced inference costs
  • Reproducible training pipelines
  • Version-controlled experiments

What you get

Training pipelineModel registryInference APIBenchmark resultsCost analysis
Full-stack applications

Web & Mobile Apps

Build beautiful, performant web and mobile apps with AI integration. From concept to deployment, with seamless backend connectivity.

Who it's for

  • → Startups launching new products
  • → Companies building web platforms
  • → Teams needing cross-platform apps
6-12 weeks
Next.jsReact NativeTypeScriptNode.js

Typical outcomes

  • Production-ready web and mobile apps
  • Seamless API integration
  • AI features built-in
  • App Store and web deployment

What you get

Web app codebaseMobile app codebaseAPI integrationCI/CD pipelineDeployment setup
Scalable infrastructure

Database & Cloud

Design and deploy scalable database architecture and cloud infrastructure. Optimized for performance, security, and cost.

Who it's for

  • → Teams scaling their infrastructure
  • → Companies migrating to cloud
  • → Products needing database optimization
3-6 weeks
PostgreSQLMongoDBRedisAWS

Typical outcomes

  • Optimized query performance
  • Scalable architecture
  • Reduced infrastructure costs
  • High availability setup

What you get

Database schema designCloud architectureMigration scriptsMonitoring dashboardsBackup strategy

Not sure what you need?

Let's talk. 20 minutes to understand your problem and I'll recommend the right approach.

Book a consult