Open to opportunities

Ravi Kumar

@ravikumar40

Message

I build machine learning web applications for text classification and cyberbullying detection.

India

Message

What I'm looking for

I'm seeking an opportunity in a strong organization where I can apply my current skills, learn new technologies, and contribute constructively as part of a team.

I developed a Cyberbullying Detection System that identifies and classifies harmful content from social media text using machine learning and natural language processing.

I trained Logistic Regression, Naive Bayes, and SVM models, prepared data with tokenization, stopword removal, stemming, and TF-IDF vectorization, and evaluated results using accuracy, precision, recall, F1-score, and confusion matrices.

I deployed the model as a Flask web application with an HTML and CSS frontend, using Python, pandas, NumPy, Matplotlib, Seaborn, and MySQL-related database skills.

I also bring six years of ticket booking and logistics experience across APSRTC and TSRTC reservation counters, along with customer communication and teamwork skills.

Experience

Work history, roles, and key accomplishments

Ticket Booking & Logistics

APSRTC Reservation Counter

Managed ticket booking and logistics operations at the APSRTC reservation counter, ensuring efficient customer service and accurate transaction handling.

Customer Service Ticketing Logistics