Backend rigor. Systems built for production load.
Python · React · Node.js · AWS · PostgreSQL · TensorFlow
AthlonMD builds AI pipelines and high-performance backend systems for mid-market teams that cannot afford infrastructure to be an afterthought.
What we build — and how we build it
AI & Machine Learning
Full-Stack Development
Cloud & DevOps
UI/UX Design
Production ML pipelines built with TensorFlow and Python. Models that hold accuracy under concurrent load, not just in the notebook.
AWS infrastructure-as-strategy: auto-scaling, zero-downtime deploys, and observability pipelines that expose bottlenecks before users do.
React frontends paired with Node.js APIs on PostgreSQL — systems designed so the database thinks at the speed of the product.
Interfaces engineered from the query up — every render decision tied to backend performance, not just visual preference.
Systems proved under real load
AI Chatbot — 100K concurrent sessions
Built a product-recommendation chatbot on TensorFlow and Node.js. Engineered for 100K concurrent sessions with sub-200ms response times and no accuracy degradation under peak catalog load.
Stack: Python · TensorFlow · Node.js · PostgreSQL · AWS Lambda
Real-Time Dashboard — live trade data
Replaced a stale-batch reporting system with a real-time analytics dashboard on PostgreSQL and React. Query latency dropped 94% at market-open traffic peaks.
Stack: React · Node.js · PostgreSQL · AWS RDS · Redis
Ready to build something that holds at scale?
Tell us the hard problem. We'll tell you how we'd architect it — no sales deck, no vague timelines.