Aathish Rao User

At White And Box – Tech Products & Services, I contributed to the Context Assembly Framework, a modular AI platform that translates structured business requirements into standardized, AI-ready instructions. I implemented context processing, instruction assembly, and versioning capabilities.

I integrated NVIDIA NIM with Streamlit and SQLite, using Pydantic for workflow validation and data quality checks.

In my projects, I normalized AWS and GCP billing data for cost analysis, implemented Prophet forecasting and residual-based Isolation Forest anomaly detection, and tracked experiments with MLflow. I also built an LLM evaluation workflow and developed research assessing algorithmic Forex trading resilience.