Backend developer with a passion for machine learning and data science. I enjoy learning new technologies and building projects that solve real problems. Currently expanding my skills in deep learning frameworks, systems programming, and infrastructure automation.

Achieved 90% accuracy using Random Forest Classification to identify at-risk students and enable early intervention and support.

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Achieved 96% accuracy with Random Forest regression to predict student performance metrics for targeted educational support.

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Achieved 88% accuracy using Linear Regression to forecast exam results based on historical data and learning patterns.

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Built a complete containerized infrastructure with secure remote access using Docker and Tailscale. This project demonstrates practical DevOps skills including container orchestration, networking, and secure service deployment. The setup enables seamless remote access to services through Tailscale's mesh VPN while maintaining security best practices.

Key features:

• Multi-container Docker environment with docker-compose
• Tailscale integration for secure remote access
• Network isolation and service discovery
• Production-ready configuration management

Command-line Python application for efficient media downloads with fast download management and a user-friendly interface.

Note: Project is mostly complete, but I wish I had focused on something more impactful.

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• Deep Learning Frameworks: TensorFlow and PyTorch for advanced neural networks
• Systems Programming: Rust for performance-critical applications and C++ fundamentals
• DevOps & Cloud: AWS cloud services, Docker containerization, and infrastructure as code
• Networking: Advanced networking concepts with Tailscale and VPN technologies

Programming Languages

• Python (Primary - love-hate relationship)
• Java (Surprisingly proficient)
• JavaScript (Decent understanding)
• C++ (Currently learning)
• Rust (Currently learning)

Machine Learning & Data Science

• scikit-learn, pandas, seaborn
• TensorFlow, PyTorch
• Data analysis and visualization

Backend & Web Development

• Flask, Node.js, .NET
• RESTful API design
• Microservices architecture

Databases

• MongoDB (NoSQL)
• MySQL, Oracle (SQL)

DevOps & Infrastructure

• Docker and containerization
• Tailscale for secure networking
• Git version control
• Azure, AWS cloud platforms
• Bash scripting