Guardian PDF
2026Cloud-Deployed RAG Document Intelligence Engine
3-tier RAG pipeline for intelligent multi-document querying with NVIDIA AI Foundry. Custom C++ parser achieves 7.5x speedup. Serves 300+ users, 5,000+ queries processed.
Software Engineer & Researcher
I build production-grade full-stack applications and intelligent systems that solve real problems. Pre-final year CS student at SRM University AP — passionate about shipping software that scales and creating impact through code.
I'm a sophomore Computer Science student with a passion for building things that work at scale. Over the past two years, I've shipped a production e-commerce platform serving 2000+ monthly users, architected RAG pipelines processing 5,000+ document queries, and I'm currently researching quantum-resistant cryptography using lattice-based constructions in C and Python.
I enjoy working across the full stack — from optimizing React frontends to designing database schemas to implementing cryptographic protocols. When I'm not writing code, I'm leading the Smart Tech Club as Vice President, organizing hackathons and tech events for 200+ members.
Research Project on Secure Cloud Storage
Quint Beauty — Production E-Commerce Platform · quintbeauty.com
SRM University-AP · Mentor: Ms. Soni Wadhwa
Cloud-Deployed RAG Document Intelligence Engine
3-tier RAG pipeline for intelligent multi-document querying with NVIDIA AI Foundry. Custom C++ parser achieves 7.5x speedup. Serves 300+ users, 5,000+ queries processed.
Real-Time Computer Vision Analytics Platform
Production-grade platform integrating YOLOv8 object detection and Optical Flow analysis with FastAPI backend. Processes 30 fps with 10,000+ logged detection events.
AI-Powered Financial Intelligence Twin
AI guide leveraging NVIDIA Llama 3.1 (70B) and Groq for hyper-personalized financial insights. 150+ registered users, sub-1s page transitions, 98% uptime.
Explainable ML Pipeline for Financial Intelligence
End-to-end ML pipeline for automated financial transaction categorization. Achieved macro F1-score of 1.00 using ensemble methods with SHAP-based explainability.
Real-Time Cybersecurity Threat Detection Platform
Browser extension with NLP-based threat detection to identify phishing, social engineering, and malicious content in real-time. 94% detection accuracy.
Autonomous AI Agent with Long-Term Memory
Sophisticated AI Personal Assistant with persistent memory using JSON-based memory systems. Integrated Google Gemini API for real-time task automation and planning.
Leading 200+ members; organized 10+ university-level tech events, workshops, CTF competitions, and hackathons across 4 engineering departments.
Built ConvoShield-AI, a real-time cybersecurity threat detection platform. Competed among 500+ teams nationally.
Developed TransactAI — XAI-driven financial intelligence solution. Advanced to Round 2 among 1,200+ teams nationally.
Maintaining 5+ production-deployed projects on GitHub with live demos, comprehensive documentation, and CI/CD pipelines.
I'm always open to discussing new opportunities, innovative projects, or just connecting with fellow engineers. Feel free to reach out.
r.kdubey2004@gmail.com