Local RAG Lab
A local lab for comparing hybrid, contextual, and long-context retrieval. Explore how better context leads to cited answers, with a separate validation pass.
- PostgreSQL
- pgvector
- Ollama
AI & Software Engineer
Building AI agents, retrieval systems, and the software that makes them dependable.
From the behavior of a model
to the reliability of a system.
01 / Selected work
A selection of public projects
and professional engineering work.
A local lab for comparing hybrid, contextual, and long-context retrieval. Explore how better context leads to cited answers, with a separate validation pass.
Document Q&A with history-aware retrieval and local models. User authentication, persistent storage, and a containerized setup connect the pieces.
In professional practice
Capabilities from confidential work, summarized without client or business details.
Stateful orchestration, human approvals, and checkpoint-based recovery.
Scoped authentication and per-user authorization for connected tools.
02 / Expertise
My work connects AI behavior with the engineering around it: context, tools, interfaces, and reliability.
Choose a topic to see related skills and work summaries.
Browse the projects ↗Software Development Engineer
AI workflows, backend services, and data platforms. Production APIs in Python and Java; search and data processing with Elasticsearch, Redis, and Spark; automated checks for dependable delivery.
MS, Electrical and Computer Engineering
BTech & MTech, Electronics and Communications Engineering
For engineering opportunities,
interesting problems, and thoughtful conversations.