I am Mohana Venkata Akash Bannaravuri, a Computer Science Engineering graduate from KHIT, Guntur. I have a solid foundation in Python, SQL, and Machine Learning, with hands-on experience in developing end-to-end data-driven applications. My expertise includes data preprocessing, model development, and Natural Language Processing using tools like pandas, scikit-learn, and NLTK. I have also worked on Generative AI projects using Hugging Face Transformers. Additionally, I am proficient in front-end technologies such as HTML, CSS, and JavaScript for building responsive web interfaces.
Here are a few projects I've worked on recently.
Web app using Python, Flask, and NLP to classify fake vs real news using TF-IDF and ML techniques.
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CNN model with TensorFlow & OpenCV to detect malaria from cell images. Trained & evaluated with high accuracy.
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Text summarization using Hugging Face Transformers (T5/BART) with a Streamlit UI for interactive demos.
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Analyzed production trends using Pandas, Matplotlib, and Seaborn for insight into global yield and output.
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Regression model in Scikit-learn predicting car prices using EDA, feature engineering, and model metrics.
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Interactive Power BI dashboard showing global COVID-19 trends, recovery, and comparisons.
View ProjectPython, C, C++, Java
Pandas, NumPy, Scikit-learn, OpenCV, Power BI, Generative AI
HTML, CSS, JavaScript (basics), MySQL, Flask
Git, Streamlit, Jupyter, VS Code
Teamwork, Communication, Problem Solving
Kallam Haranadhareddy Institute of Technology, Guntur, AP • CGPA: 8.3 (2021–2025)
Sri Vivekananda Central School • Percentage: 82% • Year: 2021
Sri Vivekananda Central School • Percentage: 89% • Year: 2019