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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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