SANJANA REDDY KONDAM

Dedicated professional with a proven track record of fulfilling organizational requirements through systematic and efficient practices. Expertise in thriving under pressure and adapting to evolving challenges to strengthen brand presence.

• Machine Learning for Multi-Disease Prediction, Resolved more than 20 significant differences in the original datasets utilized when processing a variety of healthcare-related datasets that were solely obtained from Kaggle in order to increase predicted accuracy in multi-disease scenarios., Designed and implemented a Flask-powered interactive web interface that provides predictive health insights from machine learning models; it expedites user access to actionable data from more than 1,000 processed patient records.
• Sign Language and Emotion Recognition with CNN, Using Convolutional Neural Networks (CNN), a unique sign language recognition model was created and implemented, improving user accessibility tools and attaining accuracy rates above 90., For accurate recognition in real-time applications, a Region of Interest (ROI) technique was developed; this approach lowered processing time to less than 30 milliseconds per gesture analysis.
• Telugu SentiWordNet Sentiment Analysis, Performed extensive sentiment analysis with SentiWord Net, adding positivity, negativity, and neutrality ratings to more than 5,000 datasets to improve the precision of text categorization models for upcoming uses., Used sophisticated polarity scoring algorithms to demonstrate appropriate classification on a sample set of over 2,500 documents; the results directly addressed the three main reasons why earlier models were misclassified.

• IBM Certification in Python for data science, AI Development
• DeepLearning.AI Certification in AI for Everyone
• CISCO certification on Cyber Security Essentials
• Cambridge English Proficiency Certification (C-1 level)
• AWS certification on AWS cloud Technical Essentials

• Sign Language and Emotion Recognition with CNN, International Journal of Engineering and Techniques, 2395-1303
• Machine Learning for Multi-Disease Prediction, Journal of Fundamental and Comparative Research, 2277-7067
• Autonomous landing scene recognition based on transfer learning for drones, Mukt Shabd Journal, 2347-3150