What We Do
Services
Six focused capabilities, delivered end to end — from a first prototype to a system running in production.
Custom AI Chatbots & RAG Systems
Conversational assistants grounded in your own documents and data, not generic web knowledge.
- Retrieval-augmented generation over your internal docs, tickets, or knowledge base
- Integration with existing chat, support, or internal tooling
- Guardrails for accuracy, tone, and scope of answers
- Evaluation harnesses so answer quality is measured, not assumed
Machine Learning & Predictive Analytics
Models that turn historical data into forecasts, scores, and decisions your team can act on.
- Forecasting, classification, and anomaly detection models
- Feature pipelines built on your existing data sources
- Evaluation and monitoring so model quality doesn’t silently drift
- Clear reporting on what the model can and cannot be trusted to do
Full-Stack Web Application Development
Angular front ends backed by well-tested server-side engineering, built to be maintained.
- Angular single-page applications with clean component architecture
- Node.js and Python backends with proper testing and typing
- Responsive, accessible interfaces across devices
- Server-side rendering and performance work where it affects real users
Python API & Microservices Development
Modular services designed to integrate cleanly with the systems you already run.
- REST and internal APIs built for clear contracts and versioning
- Service decomposition without unnecessary complexity
- Authentication, rate limiting, and observability built in
- Integration with the databases and queues you already operate
Cloud Deployment (AWS, Docker & Kubernetes)
Containerized, reproducible deployments — from a single Ubuntu server to a full cluster.
- Dockerized services with reproducible build pipelines
- AWS infrastructure setup and Kubernetes orchestration
- nginx-fronted deployments with proper TLS and process management
- Health checks, logging, and rollout strategies that fail safely
Business Process Automation with AI
Automating the repetitive, manual work that quietly costs your team the most time.
- Workflow automation across internal tools and data sources
- AI-assisted document processing and data entry reduction
- Scheduled jobs and integrations that run without babysitting
- Alerting so a broken automation is noticed immediately