Hey! I'm Poornateja.
I'm M.V. Poornateja, a passionate developer with a deep interest in Artificial Intelligence and Machine Learning. I have graduated from Reva University with a B.Tech in AIML. Explore my portfolio to see examples of my work and the impact it has made.
π οΈ Languages & Tools
π Projects
- Developed a Stock Price Prediction Model leveraging ensemble methods like Random Forest and LSTMs, improving prediction accuracy and increasing investment returns by 25%.
- Created a Fashion MNIST Classifier using deep learning techniques, achieving a 92% accuracy in classifying clothing items.
- Built an Organ Donation System using Python, focusing on improving organ donation processes to increase transplant success rates.
Skills
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π Python -
π Data Science & Machine Learning -
π Deep Learning (TensorFlow, Keras)
π€ Machine Learning
Expertise in developing machine learning models for various applications, from financial forecasting to image classification. Strong foundation in TensorFlow, Scikit-learn, and data preprocessing techniques.
πΌ Experience
- Intern | Swecha: Contributing to the LLM corpus project, focusing on text processing and dataset preparation for large language models.
π Activities & Certifications
- Python for Everybody - Coursera
- Machine Learning for Everybody - freeCodeCamp.org
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