Having 12+ yr of exp in CybersecurityExpertise in :Web App security Network and infrastructure security Cloud security - assessment Red teaming Compliance and auditOWASP MITREExploring AI SecurityAI for SecurityAI for Security AI-ML Security and Risk Assessment Summary:Develop secure practices for the AI/ML/LLM lifecycle, including data collection, model training, and deployment.Perform security testing for AI/ML systems, especially Large Language Models (LLMs).Test for injection attacks and adversarial inputs through prompt manipulation and scenario-based evaluations.Simulate data poisoning to evaluate model behavior against altered training datasets.Assess model resilience to misclassifications and input-induced performance degradation.Ensure APIs and interfaces have proper authentication and access controls to restrict unauthorized use.Conduct testing for bias, fairness, data privacy, compliance, model drift, and decay.Implementing generative models and architectures, including RAG, fine-tuning, Vector Databases and vector embeddings.Expertise in Web and Mobile application Penetration testing (Web, Mobile, API/Web Services)Expertise in Network and system Penetration testing (Web, Mobile, API/Web Services)Experience in Tools for Firewall Evasion, Abuses to IPSec VPN, Border Gateway Protocol, GRE Tunneling.Active Directory Penetration Testing and Red Teamer.Red team engagement and participate in a purple team engagement.Expert in penetration testing methodologyHaving experience in developing exploits and tooling from vulnerabilities both pre and post exploitation.Having experience with tools Burp suite, Metasploit, Tenable, SQL Map, NMAP, SCAPY, and other tools.Knowledge of OWASP Web and Mobile Top 10 vulnerabilities and identifying them.Knowledge of TCP/IP and other application and network level protocols.Conducted vulnerability assessment and penetration testing and configuration review for systems and networks.Be able to author and issue reports on assigned application and system scan.Support Jr. resources in their authoring of reports and issues.Support and recreate proofs of concept from security reports.Think ""Out of the box"". Possess ability to think and implement new attack approaches/vectors..Excellent written and verbal communication skills.Self-motivated, curious, knowledgeable pertaining to news and current events.