Jerlshin J G

TechXcelerate Finalist – BITS Pilani Open Challenge BITS Pilani Jan 2025 Led a cross-disciplinary team of five to secure 5th place out of 2,500+ participants in a prestigious nationwide open challenge hosted by BITS Pilani. We built an AI-powered handheld device using clustered Raspberry Pi units, designed to learn from user behavior and dynamically guide their study patterns.Key Features:- Developed a multimodal RAG-powered learning system integrated with fine-tuned reasoning LLMs.- Employed a cloud-based vector database for personalized content… Show more Led a cross-disciplinary team of five to secure 5th place out of 2,500+ participants in a prestigious nationwide open challenge hosted by BITS Pilani. We built an AI-powered handheld device using clustered Raspberry Pi units, designed to learn from user behavior and dynamically guide their study patterns.Key Features:- Developed a multimodal RAG-powered learning system integrated with fine-tuned reasoning LLMs.- Employed a cloud-based vector database for personalized content retrieval and adaptive guidance.- Built an analytics-enabled web application for real-time usage insights.- Applied machine learning-driven statistical analysis to refine recommendations and user interaction.- Established a robust communication network across edge devices for seamless data exchange.Our innovation was recognized by the organizers, who extended a personal invitation to future editions with full sponsorship, acknowledging our cutting-edge approach and technical execution. Show less

Gen-A-Thon winner GAVS Technology Apr 2024 Led a team of three to victory with an AI-powered patient–doctor communication system, earning prize money and an industrial internship. Deployed a full-stack ML solution using eight integrated LLMs, Retrieval-Augmented Generation (RAG), and cloud services for real-time, scalable performance.