Guduru Deepthi

Guduru Deepthi

Aspiring AI/ML Engineer
India
Telugu, English

About Me

B.Tech CSE (AI & ML) student with a strong foundation in Artificial Intelligence, Machine Learning, and Data Structures. Gained hands-on experience through projects, hackathons, and internships, applying technical concep…

PROJECTS

AI-Based Student Performance Prediction

College Advising
Duration : 04-Mar-2026 - 14-May-2026

<ul><li>Built prediction model on 1000+ student records to identify at-risk students, achieved 87% accuracy with Random Forest</li><li>Performed data cleaning, EDA & feature engineering using Pandas/NumPy, improved model F1-score by 15%</li><li>Evaluated 3 models [RF] using Precision/Recall, deployed EDA dashboard with Matplotlib[Logistic][XGBoost]</li></ul><p></p>

Skills

Python Java SQL JavaScript Machine Learning Predictive Modeling Feature Engineering EDA Model Evaluation Pandas NumPy Scikit-learn Matplotlib Seaborn MySQL DBMS Data Structures & Algorithms OOP HTML CSS AWS S3 SageMaker Google Cloud Git GitHub VS Code Jupyter Notebook Google Colab Flask
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