Ajay Kumar

Final-year Computer Science student at Amity University Noida with hands-on experience in Generative AI, Cloud Computing, and programming (Python, SQL, Java). Strong foundation in software systems and modeling, complemented by adaptability, professionalism, and excellent communication skills. Eager to contribute to AI/ML projects and research.

• Developed and deployed an internal AI chatbot using Amazon Q, enabling secure, conversational access to confidential company data.
• Implemented Identity and Access Management (IAM) roles to control user-level data access and maintain security.

• Automated AWS infrastructure provisioning using Terraform and system configuration using Bash scripts.
• Implemented CI/CD pipelines with Jenkins, integrated with Git and Route 53 for scalable, automated deployments.

• Built a machine learning prototype to predict user churn using behavioral and subscription data; identified high-risk users through feature analysis and visualization.
• Developed a Flask API with endpoints for user-level predictions, top churners, and summary metrics; delivered a full codebase, trained model, and documentation.

• Designed and trained an adaptive DNN model on vehicular network data for real-time anomaly detection in VANET environments.
• Achieved ~85% classification accuracy, demonstrating potential for intelligent, scalable in-vehicle threat monitoring.

• Implemented a distributed intrusion detection system using multi-agent reinforcement learning to enhance collaborative threat mitigation.
• Enabled agents to dynamically learn defense strategies through reward-based training, improving detection accuracy and system resilience.

• Developed a machine learning model to predict breast cancer risk using non-invasive clinical parameters.
• Handled data preprocessing, model training, and evaluation to support early-stage detection with high accuracy.

• Led the development of a responsive website using WordPress, Elementor, and HyperPHP.Link: http://sagefit.hyperphp.com
• Oversaw the content moderation system for the OTT platform Watcho, using Angular, HTML, CSS, JavaScript, TypeScript, and CDN-based cloud storage integration.

• IIT Delhi – World Technocon: Data Science
• Swayam NPTEL: Innovation by Design• Practical Cyber Security for Cyber Security Practitioners
• Amazon Web Services: Cloud Practitioner Essentials
• Cisco Networking Academy: Programming Essentials in Python• Networking Essentials• Get Connected
• State-Level Championship: Basketball
• UCMAS: Graduation in Abacus