
Maheswari Pinneti
MaheswariPinneti
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AI & ML interests
I'm passionate about applying Deep Learning to real-world problems — especially in the fields of Healthcare, NLP, and Explainable AI.
🧠 Interests:
- Computer Vision – Chest X-ray Disease Classification with Grad-CAM Explainability using DenseNet-121 & TensorFlow
- Natural Language Processing – Blog Summarization Tool using Hugging Face Transformers (DistilBART/T5)
- Fake Media Detection – Deepfake Face Detection using CNN + LSTM architecture
- AI for Legal Tech – Court Case Scraper App using Selenium + AI-based analysis
- Generative AI – Exploring Databricks’ GenAI models and Applied AI from WorldQuant University
- Explainability – Creating transparent AI solutions with interpretability techniques
🛠 Tools & Frameworks:
TensorFlow · PyTorch · Hugging Face · Scikit-learn · OpenCV · Flask · Streamlit · SQL
💡 Long-Term Goal:
Design intuitive AI-powered interfaces that are transparent, accessible, and impactful for everyone — especially in healthcare, law, and education.
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