From Discovery to production-grade AI — end-to-end delivery by a senior team that ships.
MakesBetter.ai is a Ukraine-based AI engineering studio. We deliver the full lifecycle — Discovery, PoC, Pilot, Scale, and Support — across ML, backend, and MLOps. We're small, senior, and we ship.
End-to-end work across ML, backend, and architecture — without handoffs.
Agile SAFe / Scrum / Kanban. Has run programs up to $14M with 50+ engineers. ICAgile / SAFe6 certified.
Backend & ML architecture across the full lifecycle. Triton / TF Serving / BentoML, FastAPI / aiohttp / Go, AWS ECS / Fargate / Terraform. NLP, fraud, KB-search.
Python backend & data engineering. AI chatbots & LLM / OpenAI. Airflow / Prefect ETL with 200+ DAGs in production. Finance & healthcare domain.
Natural-language queries over business data, with multi-LLM agents orchestrating retrieval and synthesis.
“Natural language → structured queries, in production.”
aiohttp service combining web crawling, HTML cleaning, tag generation, and ML ranking — with a full training pipeline.
“Full crawl → train → deploy loop, cloud-versioned.”
FastAPI service with an ensemble of two custom models (English + multilingual), served via NVIDIA Triton.
“≥99% availability · Redis cache · retry logic.”
TF Serving prediction service trained on historical transactions, with DVC versioning and AWS Fargate deploy.
“Reproducible retraining · cloud-native inference.”
AS-IS audit, TO-BE architecture, feasibility, success metrics.
Narrow use-case prototype to de-risk the hardest problem first.
Production rollout, real data, full CI/CD, monitoring & KPIs.
Replication with reusable infra templates across teams or units.
≥99% uptime, retraining, data-drift monitoring.
AI solutions designed for your business — from the first line of code to production.