We are a team of engineers with over 55 years of combined experience building software that works at scale. We have designed, shipped, and maintained systems serving millions of users across banking, fintech, digital media, healthcare, ERP, and enterprise sectors.
What we do
Ideation & Strategy
We help you figure out what to build and how to build it. We evaluate technical feasibility, choose the right architecture, and define a roadmap that balances speed with long-term maintainability. We have done this for startups and established companies alike.
Design & Architecture
Distributed systems, high-load backends, data pipelines, search engines, API layers, mobile applications. We design systems that handle real-world traffic and real-world complexity. Our track record includes platforms serving 12M+ monthly users and processing 100M+ pageviews.
Implementation
Full-stack development across the entire spectrum: backend services in Go, Python, Java, C#. Frontend and mobile applications in React, Angular, NextJS, Flutter, Ionic. Databases from PostgreSQL and MySQL to ClickHouse and Elasticsearch. Cloud infrastructure on AWS, GCP, and Azure.
Migration & Modernization
We migrate legacy systems to modern stacks with zero downtime. Containerization, orchestration, infrastructure-as-code. We have live-migrated platforms with 300K+ content items and millions of users without service interruption.
Maintenance & Operations
Observability, centralized logging, CI/CD automation, performance optimization. We do not just build and walk away. We keep systems running, monitor their health, and evolve them as requirements change.
Data & AI
NLP, machine learning, LLM-based tooling, document retrieval, data processing at scale. We build RAG systems, knowledge graph applications, chatbots, and information extraction pipelines. We work with Databricks, LangChain, LangGraph, PyTorch, Neo4j, transformer-based models, and large datasets including Wikimedia and CommonCrawl. Research-grade expertise backed by publications at NIST TREC, NLDB, and SemEval.
Why us
We are not generalists skimming the surface. We have built payment kernels, extended Elasticsearch internals, written GPU drivers, developed LLM-powered chatbots and knowledge graph applications, published ML research, and shipped products used by millions. We work as embedded team members or as an independent unit, adapting to your process and your pace.
Get in touch