• Providing thought leadership on the cognitive processes underlying generative AI's language generation.• Curating and developing LLM training datasets to enhance AI fluency, coherence, and voice.• Annotating data and ensuring the highest data quality standards to align AI/ ML models.• Establishing guidelines for AI response protocols to human queries.• Leading initiatives such as RLHF to refine AI training datasets.• Collaborating closely with interdisciplinary teams to iterate and optimize AI models.

Member of the Wikistrat Analytic Community since 2015. Independent contributor to online stimulations and discussions for Middle East and North Africa region.

• Curated, edited, and published compelling B2B and B2C content in multiple formats including Blogs, Landing Pages, Newsletters, Ad Copies, White Papers, eBooks, Infographics, and Media Kits, increasing monthly user engagement and traffic by 25%. • Planned and developed SEO-compliant website content for 60+ media properties across different industries - Technology, Blockchain, Marketing, HR, Business, Lifestyle, and Travel, catering to different target audiences globally.• Launched email marketing campaigns, content analysis reports, newsletter subscriptions, paid social programs, and ABM campaigns, boosting demand generation by 55% every quarter.• Supervised and mentored a results-driven team of content writers by providing them with training, guidance, and editorial feedback across multiple lines of work. • Audited and edited Technical Handbooks and R&D Process Documentation per organizational practices.• Worked in tandem with different business verticals to determine and implement the best content strategy for content marketing campaigns of Fortune 500 clientele and major B2B brands. • Collaborated with digital marketers, web designers, social media teams, and other stakeholders toward high-quality content production.• Produced persona-based content including Emailers, Content Abstracts, and Pre-sales copies, contributing to a 30% quarterly increase in lead conversion rates.• Supervised external vendors, achieving a 10x increase in content production for websites and social media platforms.

• Provided operational support and advice to the leadership in strategic and tactical applications for physical and information security aspects through advisory briefs and security incident reports.• Developed and reviewed content for security-related training programs, drills, and workshops.• Produced original, creative content for promotional advertisements and marketing materials.• Conducted effective business communication with regional officers, vendors, and other stakeholders in APAC.

• Led the critical day-to-day development and delivery of all-source intelligence production, security-related assessments, and advice to clients operating in South Asia and the broader APAC region. • Managed daily content management, intelligence production, and security assessments for Fortune 500 clients and international assignees in the broader APAC region.• Published daily travel security alerts and weekly forecasts and also contributed to the monthly security eNewsletters.

• Analyzed geopolitical information as per global thresholds in providing the clientage with timely updates and thorough country/city-specific assessment, ensuring their safety and ease of travel.• Prepared research reports and security advisories based on data collection from news portals, official government websites, and other reliable sources, for reportable travel security incidents and information relevant to country backgrounds.Prepared Incident Management Database workbook; which entails daily monitoring of incidents majorly taking place in the Middle East and North Africa (MENA), with primary focus on Egypt, Afghanistan, Lebanon, Libya & Saudi Arabia.• Monitored and assessed travel security developments globally, reviewing and revising Country and City Travel Guides for TSO and the Control Risks membership service.• Liaised with Regional Security Centers based out of Dubai, Singapore, Paris, and Philadelphia, concerning online information sharing and review.

• Edited and compiled policy briefs on topics like smart cities, digitization, women empowerment, and diversity, equity & inclusion (DEI) in the technology sector. • Assisted the Director of IoT in preparing event schedules and organizing national-level conferences involving industry experts, technology leaders, telecommunication heads, and policymakers.• Monitored resource allocation and budget sheets for technology conferences and seminars.

• Published research articles, news articles, and book reviews for the monthly and quarterly news journals. • Coordinated with expatriates, ministers, security professionals, and defense industry experts for event participation during conferences. • Social media promotion – maintained live updates and news feeds during conferences on Twitter, Facebook, and the IDSA website. • Liaised and collaborated with policymakers, diplomats, research scholars, industry stalwarts, and other security professionals in brainstorming about national and global security and geopolitical events.• Prepared and published policy briefs and event reports regularly on the website.