👋 Hi, I'm Panyala Akshitha

🎓 B.Tech – Computer Science & Engineering (AI & ML)
🏫 Malla Reddy Engineering College for Women, Hyderabad
📊 CGPA: 9.06

I am an aspiring AI/ML engineer with a strong academic foundation and hands-on experience gained through internships and real-world projects.
My interests include Machine Learning, Explainable AI, and applied artificial intelligence, with a focus on building reliable and data-driven solutions.

🚀 Actively seeking opportunities to apply my technical skills while continuing to grow in a professional environment.

🔹 Core Concepts

• Data Structures
• DBMS
• OOPS
• SQL

🔹 Tools & Technologies

• Machine Learning
• Artificial Intelligence
• GitHub
• VS Code

• Processed and analyzed historical crime data using time, location, and crime category
• Designed an end-to-end data pipeline using Python, Pandas, and Scikit-learn
• Trained and compared Neural Network and LSTM models
• Selected LSTM based on lower RMSE values
• Created hourly, yearly, and category-wise visualizations to support data-driven insights

• Developed a patient safety analysis system using clinical features
• Trained XGBoost, MLP Neural Network, Graph CNN, and CNN-2D models
• Preprocessed data using Pandas, NumPy, LabelEncoder, and StandardScaler
• Applied SHAP (Explainable AI) for transparent and interpretable predictions
• Enabled explainable decision-making in healthcare scenarios

📅 Feb 2025 – Mar 2025

• Built a Python-based Aadhaar verification system
• Identified document type and detected tampered regions using YOLO
• Extracted identity details using OCR
• Compared Aadhaar data with Excel-based records to flag mismatches
• Automated the complete workflow from file upload to final Excel report generation

🏅 Oracle Generative AI Certification
🏅 Cambridge C1 Level – Certified in Learning Management
🏅 Cisco Networking Academy – C and Python
🏅 Java (Basic) Certification – HackerRank