Steppe Labs

We’re a software engineering team focused on building scalable backend systems and ML/LLM-driven automation tools for real-world business problems. With years of experience delivering production-grade systems, we help companies move fast, reduce manual effort, and scale with confidence. Some of the problems we’ve solved: ✅ Automated financial document classification and extraction using LLMs, reducing manual processing time by 80% for an enterprise client. ✅ Built a corner-case detection engine for fraud signals in e-commerce using anomaly detection + LLM post-processing. ✅ Designed a scalable notification system handling 2M+ events/day using FastAPI, Redis Streams, and Celery. ✅ Developed a smart chatbot layer over internal knowledge bases using vector embeddings and OpenAI API, cutting support tickets by 40%. ✅ Created robust infrastructure for retraining and deploying ML models at scale using Docker, Airflow, and AWS Lambda.