Rithesh
Software Developer
Background
I'm a Machine Learning Researcher and Infrastructure Engineer with experience building ML systems at scale. My work spans deep learning research, production ML infrastructure, and full-stack software engineering.
I've worked across organizations from startups to large enterprises, contributing to ML pipelines, model optimization, and the infrastructure that powers intelligent systems.
Experience
Founding Engineer - Infrastructure & Platform
Accretional • San Francisco, CA
Full-timeBuilding 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 • San Francisco, CA
InternshipBuilt 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 • Bengaluru, India
Full-timeLed ML initiatives for real-time loan processing. Built A/B testing frameworks and optimized system performance at scale.
Machine Learning Scientist
Goldman Sachs • Bengaluru, India
Full-timeBuilt LSTM-based time series models for loan repayment forecasting. Developed COVID-19 impact analysis models for lending risk assessment.
Machine Learning Research Intern
Sprinklr • Gurgaon, India
InternshipBuilt LSTM-based sentiment analysis pipelines for social media data. Applied model pruning and quantization techniques for efficient deployment.
Education
Master of Science
University of California, Santa Cruz
Santa Cruz, CA
GPA: 3.9
Bachelor of Technology
National Institute of Technology Karnataka, Surathkal
Surathkal, India
GPA: 9.4