Websites & applications
Responsive websites, product interfaces, and full-stack applications built for the people who use them.
Shigalit / Our services
Thoughtful design, intelligent technology, and software built around the way your business works.
From interface to intelligence
We choose the stack around your requirements, existing systems, and the people who will maintain it.
Our development toolkit
From frontend to cloudNext.js
Web framework
React
User interfaces
TypeScript
Typed development
Tailwind CSS
Interface styling
NestJS
Backend systems
FastAPI
Python APIs
Python
Data & AI engineering
AWS
Cloud infrastructure
Responsive websites, product interfaces, and full-stack applications built for the people who use them.
Structured services, connected workflows, and documented APIs that support your product’s business logic.
AWS cloud architecture, deployment pipelines, and monitoring shaped around performance and operational needs.
Data analysis, AI assistants, model fine-tuning, and custom model development with evaluation built into the process.
AI solutions shaped by your data
Fine-tuning and custom models are options, not assumptions. We begin with data analysis and select an approach that can be evaluated against your business needs.
01 / AI engineering
Assess data quality, access permissions, coverage, and the business question before selecting a model.
02 / AI engineering
Compare an existing model, retrieval-augmented generation, fine-tuning, and custom model training against the use case.
03 / AI engineering
Prepare data, build a baseline, and evaluate model quality on held-out examples with relevant metrics.
04 / AI engineering
Connect the solution to your application with appropriate human review, monitoring, and feedback.
Our process
A clear path forward, with room to learn along the way.
01—
Understand the people, problem, and purpose.
02—
Make the complex clear through thoughtful experiences.
03—
Build a maintainable foundation, one iteration at a time.
04—
Check functionality, usability, and resilience.
05—
Prepare a considered release and smooth handover.
06—
Learn from feedback and evolve the product.
A good conversation is where it begins
From the first sketch to a scalable digital platform, let’s explore what we can build together.