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LIKHITH DUDE Email: dudelikhith@gmail.com | LinkedIn: linkedin.com/in/likhithdude EDUCATION M.S. Computer Science — Florida Atlantic University (FAU) | GPA: 3.867 | 2024 SKILLS Languages: Python, SQL, Bash, JavaScript Cloud & DevOps: AWS (EC2, S3, Lambda, ECS), Docker, Kubernetes, GitHub Actions MLOps & AI: MLflow, FastAPI, PostgreSQL, scikit-learn, TensorFlow, Groq API Tools: Git, Terraform, Grafana, Prometheus EXPERIENCE Graduate Research Assistant — FAU | 2023–2024 - Developed ML pipelines using MLflow for experiment tracking and model versioning - Reduced cloud infrastructure costs by 35% through automated resource optimization - Built FastAPI microservices deployed on Kubernetes with 99.9% uptime PROJECTS MLOps Fraud Detection Pipeline - End-to-end fraud detection system using ensemble ML models (XGBoost, RandomForest) - MLflow tracking, Docker containerization, deployed on AWS ECS - Achieved 97.3% F1-score with real-time inference under 50ms latency Cloud Cost Optimization Engine - AI-powered AWS cost analysis tool using Python, FastAPI, and PostgreSQL - Identifies idle resources, rightsizing opportunities, and Reserved Instance recommendations - Saves average 40% on monthly AWS bills for analyzed accounts CERTIFICATIONS AWS Solutions Architect – Associate (in progress)
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