SUMANTH Kota

Motivated professional with expertise in machine learning, data science, and cybersecurity. Proficient in natural language processing, artificial intelligence, and data analysis, with practical experience in developing machine learning models. Committed to leveraging technology to address real-world challenges in a fast-paced environment.

Python and Agentic AI

(Oct 2024 – Apr 2025) Grade: A

Cyberbullying Detection on Social Media (Jan 2024 – May 2024)

• Built an ML model using NLP to detect cyberbullying content on Twitter and Facebook.
• Used SVM, Random Forest, and Naïve Bayes with TF-IDF vectorization.
• Achieved 92.57% accuracy with SVM.

Faulty Machine Prediction using ML Algorithms (Aug 2023 – Dec 2023)

• Predicted industrial machine faults using multiple ML models.
• Improved fault detection and helped reduce equipment downtime.

Emotion and Theft Detection Using Image Processing (Jan 2023 – May 2023)

• Developed a system to identify theft and emotions from surveillance footage.
• Focused on improving real-time monitoring.