from typing import List, Dict

class PradyumnaGupta:
    """SDE 2 @ Amazon · MS CS @ Georgia Tech"""

    @property
    def contact(self) -> Dict[str, str]:
        return {
            "email"   : "[email protected]",
            "linkedin": "linkedin.com/in/pradyumnagupta",
        }

    @property
    def education(self) -> List[str]:
        return [
            "M.S. Computer Science - Georgia Institute of Technology (in progress)",
            "B.Tech. ECE - Indian Institute of Technology, Dhanbad",
        ]

    @property
    def experience(self) -> List[Dict[str, str]]:
        return [
            {"company": "Amazon",  "role": "SDE 2",                    "team": "Vega OS (Alexa/FireStick)"},
            {"company": "Oracle",  "role": "Senior Member Tech Staff", "team": "OCI Data Intelligence Platform"},
            {"company": "Amazon",  "role": "SDE Intern",               "team": "Prime Video"},
        ]

    @property
    def skills(self) -> Dict[str, List[str]]:
        return {
            "languages"  : ["Java", "C/C++", "Python", "JavaScript"],
            "systems"    : ["Distributed Systems", "Microservices", "API Design", "Security & Access Control"],
            "data"       : ["SQL", "Oracle DB", "MySQL", "Redis", "Blob/Object Storage"],
            "tools"      : ["Spring", "Flask", "NodeJS", "Docker", "Kubernetes", "React"],
            "cloud"      : ["AWS", "OCI"],
            "ai_ml"      : ["PyTorch", "TensorFlow", "Deep Learning", "NLP", "MCP"],
        }

    @property
    def research(self) -> List[str]:
        return [
            "Bi-Fusion LLM Techniques for Deep Meme Emotion Analysis",
            "Transformer Assisted Convolutional Network for Cell Instance Segmentation",
            "Emphasis Selection using Label Distribution Learning and Contextual Embeddings",
        ]

    @property
    def highlights(self) -> List[str]:
        return [
            "Designed trial subscription model → 300% increase in new customer bookings",
            "Led cross-region re-architecture improving scalability & availability at OCI",
            "Oracle ROCKSTAR & ABOVE AND BEYOND award recipient",
        ]