Experience
Professional work experience and career journey
Founding Engineer - Infrastructure & Platform
Accretional
Building cloud infrastructure at Accretional. Working on systems across Petros (container runtime), Collector (data layer), Brilliant (agentic IDE), and Statue (static site generator).
AI Engineering Intern
Accretional
Built core features for Brilliant, an AI coding assistant. Worked on RAG pipelines, LLM fine-tuning, and the extension's prompt and deployment systems.
Senior Machine Learning Scientist
Goldman Sachs
Led ML initiatives for real-time loan processing. Built A/B testing frameworks and optimized system performance at scale.
Machine Learning Scientist
Goldman Sachs
Built LSTM-based time series models for loan repayment forecasting. Developed COVID-19 impact analysis models for lending risk assessment.
Machine Learning Research Intern
Sprinklr
Built LSTM-based sentiment analysis pipelines for social media data. Applied model pruning and quantization techniques for efficient deployment.