Personalized Career Portal
A private career-search workspace that turns saved opportunities and candidate-approved evidence into organized, editable application workflows.
Project stage: LiveApp access: Private Beta
shreesha.space
Writing, projects, talks, books, and garden notes.
A personal space for ML leadership, production recommender systems, projects, reading, gardening, and notes as they develop.
Blog
Writing, notes, and developing thoughts.
My Books
Books and fiction I have written or am developing.
Gardening
Garden observations, photos, experiments, and seasonal notes.
Talks
Talks, presentations, and public notes.
ML Projects
Production ML, recommender systems, and applied AI projects.
Other Projects
Personal tools, experiments, and software projects.
Reading Notes
Short reflections on articles, essays, and ideas that changed something.
Recent
Novus Athenaeum
An early-stage product and systems design for an adaptive tutor that teaches scientific reasoning through evidence-driven investigations.
Project stage: Discovery
Modern Search for AI Professionals
A technical book in early development on building, evaluating, and iteratively improving production search systems, written for AI engineers, ML engineers, and technical product leaders.
Project stage: Discovery
JobLens — Conversational Search for RecSys & Adtech ML Jobs
A domain-specialized conversational job search that combines ColBERT late-interaction retrieval with an LLM control plane for Search, RecSys, Adtech, and Personalization roles.
Project stage: LiveApp access: Public app
Jev and open System One models
A finished zero-shot comparison of hosted Jev and five other typed-decision systems on four ecommerce tasks, with public code and two write-ups.
Project stage: Completed
Atlas research paper search
A live multimodal research-paper search engine for recommender systems, ranking, and IR, served as a free preview on aipoweredrecsys.com.
Project stage: LiveApp access: Public preview