RUTHWIK REDDY KARNA

Master's student in Data Science with expertise in Python, machine learning, and data analysis. Proficient in managing large datasets and developing predictive models using Pandas, NumPy, and Scikit-learn. Committed to applying theoretical knowledge to practical challenges in data-driven environments. Actively seeking internship opportunities to enhance skills and contribute to impactful data science projects.

• Evaluating RAG LLMs for Quality Response - Evaluated LLMs (Flan-T5 Small, Qwen2.5, Llama 3.2-1B) using RAG pipelines to analyze how model size affects answer quality and retrieval accuracy.
• Automatic Attendance System using Facial Recognition - Developed an automatic attendance system using facial recognition with OpenCV and Haar cascades to detect and mark student presence in real-time.
• Hand Gesture Recognition using Raspberry pi - Implemented a hand gesture recognition system using Raspberry Pi and OpenCV to detect and classify gestures in real-time.

• AWS Machine Learning
• Oracle Database Management

• Academic Project Leader
• Story Writer
• Reading Books
• volunteering Technical Events

• Academic Excellence Award
• Coursera Super Learner
• Volunteer Recognition Award