Backend & AI engineer building intelligent systems. MS Software Engineering @ RIT.

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• Nested Learning: A New ML Paradigm for Continual Learning - Google Research
• Attention Is All You Need - Vaswani et al.
• OpenVLA: An Open-Source Vision-Language-Action Model - Stanford
• Distilling the Knowledge in a Neural Network - Hinton et al.
• Adaptive KV Cache Compression for LLMs - ICLR 2024

Endo Automation - LangGraph multi-agent system for farm automation. RAG pipeline with Pinecone indexing 50K+ agricultural docs.

Talos Robotics - Vision transformers for robotic arm control. ROS/Gazebo simulation for pose estimation.

Deep Agent System - LangGraph agents with planning and long-term memory. Tool-use framework with Claude API.

LLaMA Implementation - LLaMA 2 from scratch in PyTorch. RMSNorm, rotary embeddings, grouped-query attention, KV caching.