I'm a Machine Learning and Artificial Intelligence researcher with a passion for improving LLM architectures and applications. Through my experience, I have pioneered innovative techniques that enhance accuracy and efficiency in artificial intelligence.…

GARLAPATI PRANAV SAI

I'm a Machine Learning and Artificial Intelligence researcher with a passion for improving LLM architectures and applications. Through my experience, I have pioneered innovative techniques that enhance accuracy and efficiency in artificial intelligence.…

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I’m a Machine Learning and Artificial Intelligence researcher with a passion for improving LLM architectures and applications. Through my experience, I have pioneered innovative techniques that enhance accuracy and efficiency in artificial intelligence.

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Language

English
Fluent

Work Experience

INTERN at ROBERT BOSCH CENTER FOR ARTIFICIAL INTELLIGENCE & DATA SCIENCE
February 1, 2025 - October 16, 2025
Pioneered a Multi-Layered Retrieval-Augmented Generation (RAG) pipeline, enhancing contextual generation accuracy and reducing LLM hallucinations. Engineered a Self-Supervised Counterfactual Sufficiency Learning mechanism using a fine-tuned Qwen 7B LLM. Architected an Adaptive Hybrid Retrieval System, achieving ~95% retrieval recall. Implemented Chain-of-Thought Reasoning for complex queries, improving nuanced answer generation.
RESEARCH SCIENTIST & FOUNDER at SYNAPSE.AI
October 1, 2025 - October 16, 2025
Pioneered a Dynamic, Heterogeneous Knowledge Graph architecture for long-term LLM chat memory optimization. Designed a novel Agentic Knowledge Graph Construction Framework. Developed a Conditional Link Network for context-aware retrieval and created a multi-agent orchestration pipeline for automated tasks.

Education

Bachelor of Technology at Indian Institute of Technology, Madras
May 15, 2021 - May 15, 2025

Qualifications

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