Alex Bishka

About Alex Bishka

Graduated Harvey Mudd College in \'22. Software engineer in R&D at SAP since. Always…

Experience

1. Software Engineer

   SAP

   Jun 2022 — Present · Palo Alto, CA, US

   Architected a scalable LLM agentic orchestration system to translate natural language into SQL over SAP databases - Built a pre-RAG framework using vector embeddings to retrieve relevant context - Developed dynamic graph visualization and self-correcting agents - Achieved 85% first-pass query accuracy, enabling efficient access to enterprise dataEnhanced FedML, SAP\'s federated ML framework (180K+ downloads), by contributing key infrastructure and ML capabilities- Integrated patent-pending CUDA compatibility across AWS, GCP, Azure, and Databricks for GPU-accelerated training (cuDNN, CuPy, cuML)- Created CI/CD pipelines to empower users with rapid, reliable ML model deployment - Implemented AutoML features combining AutoGluon and FLAML, enabling automatic data preprocessing and model selection for user-provided datasetsDrastically reduced SAP infrastructure setup time on multiple cloud platforms by building self-service provisioning tools- Azure: Cut setup time from 1 week to 15 minutes using a Terraform-based tool for MS Teams deployments - GCP: Slashed setup time from 3 days to 10 minutes using a GCloud CLI-based tool to automate networking resources