Hey, I’m Aditya.
I build retrieval and agent systems that hold up in production.
- Currently at Leadec, building the retrieval layer for an industrial AI assistant.
- Multi-tenant vector search, hybrid keyword + semantic retrieval, 30x faster p99 lookups.
- Previously: 1M+ record embedding pipelines, Airflow ETL on AWS, fine-tuned BERT over 100M+ rows.
The Machine RoomRead the teardown
I don’t prompt. I build the machine that prompts.
An interactive teardown of my AI engineering stack — skills that load on trigger, hooks that can block a tool call, MCP servers, a subagent fleet in parallel worktrees, and a lab notebook including the experiments I killed.
43skills
9MCP servers
6subagents