Hi, I'm Yashwanth 👋

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About Me

I'm a Master's student in Computer Science at Missouri State University, with a strong foundation in programming, data science, and software engineering. My academic journey has equipped me with skills in Python, Java, C, machine learning, and blockchain technologies, along with hands-on experience using frameworks like Django, TensorFlow, and OpenCV. I have a passion for solving real-world problems through technology, and I'm actively deepening my expertise in cloud computing, data security, and full-stack development. I strive to combine analytical thinking with innovation to build impactful digital solutions.

Research Work 🧠

Load Balancing in Cloud

Adaptive resource allocation using decision trees.

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Concurrency Bug Detection

Anomaly-based classification model for detecting concurrency faults.

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Wireless Load Prediction

Forecasting network traffic using ML strategies.

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MapReduce in Cloud

Scalability analysis of big data pipelines in cloud infra.

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Garbage Collection for SSDs

New mechanisms to optimize SSD performance & durability.

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Adversarial Neural Networks

Exploring vulnerabilities in computer vision and camouflage attacks.

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Projects

Air Quality Project

Air Quality Prediction

Used Spark + GBTRegressor for PM2.5 prediction in distributed systems.

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Gym Management

Gym Management System

Django-based app for managing gym members and schedules.

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Sign Language

Sign Language Recognition

TensorFlow + OpenCV real-time ISL recognition with webcam input.

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Wireless Load

Network Load Prediction

LSTM + XGBoost for forecasting wireless load traffic patterns.

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Forest Cover Prediction

Forest Cover Type Prediction

Random Forest model with 98.6% accuracy on terrain classification.

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Currently Learning 📚

Advanced SQL for Analytics

Mastering complex queries, CTEs, window functions, and performance tuning.

Python for Data Analysis

Using Pandas, NumPy, and visual libraries to draw insights from data.

Power BI & Dashboard Design

Building interactive dashboards and learning DAX for business reporting.

Contact Me