Nanubala Gnana Sai
Senior SDE@ Shipsy | AI Safety Research@EleutherAI | GSoC’22 Mentor
- Role
- Research Fellow at Eleutherai
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Nanubala Gnana Sai
I believe a majority of world problems can be solved by AI. The idea of a modern era…
Experience
Research Fellow
Aug 2025 — Present
This project tackles \"AI safety navigation problem\" by building a knowledge extraction system to prevent critical interventions from being lost in the flood of new research. Mentored by Martin Leitgab.As a team, we:• Extracted intervention chains from 600+ papers in the Alignment Research Dataset (ARD).• Built a knowledge graph with nodes and edges.• Validated extraction quality by comparing LLM-generated graphs against human-annotated ground truth from a curated holdout set.• Developed a line open-source codebase with contributions from 10+ collaborators.My direct contributions:• Designed the end-to-end pipeline, making key architecture calls on embedding selection (BAAI/bge-en-large-v1.5), graph database choice (FalkorDB), and pipeline structure.• Resolved bottleneck in LLM querying by implementing a Batch API framework, expanding rate limit and cutting cost by half.• Contributed to the creation of a manual graph validation dataset.On-going Work & Future Plans:• Extending the system with semantic compression using LSM-Tree methods to merge duplicate concept nodes at scale• The aim is for a workshop paper and LessWrong publication.
Education
Indian Institute of Information Technology, SriCity
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering
2018 — 2022
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.