Rudra Pratap Singh

About Rudra Pratap Singh

I’m an AI & Data Science undergraduate at Raichur focused on building intelligent systems — not just training models.My core interest lies in Generative AI and Transformer architectures. I built a GPT-style decoder-only Transformer from scratch using PyTorch, implementing masked multi-head self-attention, positional embeddings, residual connections, and an end-to-end autoregressive training pipeline. I’ve worked through architectural trade-offs like depth, embedding size, and context length — analyzing their impact on convergence and generation quality rather than treating models as black boxes.Alongside AI research, I build production-ready applications. I develop full-stack mobile applications using Flutter and Firebase, implementing role-based authentication, real-time data synchronization, scalable Firestore schemas, and REST API integrations. I enjoy bridging model design with deployment — turning ML systems into usable products.I’ve solved 400+ DSA problems (LeetCode rating 1450+) and actively strengthen my foundations in data structures, systems, and backend engineering.Beyond technical work, I currently serve as Placement Coordinator at Raichur, where I’ve streamlined recruiter outreach workflows and improved response efficiency. I’ve also mentored 100+ students as a Teaching Assistant for introductory programming.I’m looking for internships and collaborations in ML Engineering, Backend Engineering, or AI-driven product development — especially roles where I can contribute to both model architecture and system deployment.

Experience

1. Flutter Developer Intern

   Syflex Techno Solution Pvt. Ltd

   Mar 2026 — Present