Aisvarya A.

I help organizations develop secure digital solutions, integrate Artificial Intelligence (AI), analyze complex data, and evaluate programmes to improve performance and decision-making. I have over 10 years of professional experience working across multiple countries and industries, combining software engineering, AI research, cybersecurity, data analytics, project management, and Monitoring, Evaluation & Learning (MEL). My professional experience includes projects with UN Women, Plan International, Médecins Sans Frontières (MSF), and KPMG. I am also the CEO and Consultant at BrilloConnetz, where I lead technology development, research, and consulting projects. I am currently pursuing a Doctor of Science degree in Computing at the University of Turku, Finland. My doctoral research focuses on resource-efficient Large Language Models (LLMs), agentic AI, automated interviewing, qualitative data analysis, privacy protection, and improving the accuracy and reliability of AI-generated outputs. My research has resulted in publications in ACM, IEEE, and Springer. **MY AREAS OF EXPERTISE** **1. Artificial Intelligence, LLMs & AI Research** - AI solution design, development, and evaluation. - Prompt engineering, structured prompting, and multi-stage LLM workflows. - Local LLM deployment and experimentation using Llama, Gemma, Phi, and other open-weight models. - Agentic AI, adaptive AI interviewing, and automated qualitative analysis. - Retrieval-Augmented Generation (RAG) and LLM fine-tuning workflows. - Hallucination reduction, evidence verification, and AI output reliability. - Privacy-aware and resource-efficient AI solutions. - Research design, benchmarking, and experimental evaluation. **2. Web & Mobile Application Development** - Web and mobile application architecture and development. - Flutter, Node.js, Java, API integration, and backend services. - UI/UX requirements analysis and development coordination. - Cloud hosting and deployment using AWS and Vercel. - Software testing, quality assurance, and user acceptance testing. - Technical project management and coordination of multidisciplinary development teams. **3. Cybersecurity, Privacy & Risk Management** - Cybersecurity risk assessments and technical evaluations. - API security testing and penetration testing. - Privacy and data protection assessments. - AI security, responsible AI, and LLM-related privacy risks. - Financial risk modelling, regulatory compliance, and risk management frameworks. - Security research, vulnerability analysis, and risk mitigation recommendations. **4. Data Analysis & Business Intelligence** - Quantitative and qualitative data analysis. - Statistical analysis, data cleaning, and reporting. - Data visualisation and dashboard development. - Excel, VBA, R, SPSS, Tableau, and Power BI. - Workforce analytics, organisational research, and business intelligence. - Survey design, data interpretation, and evidence-based reporting. **5. Monitoring, Evaluation & Learning (MEL)** - Programme, project, process, and product evaluations. - Monitoring and evaluation framework development. - Mixed-methods research and impact assessment. - Key informant interviews, focus group discussions, and surveys. - Systematic literature reviews, meta-synthesis, and desk research. - Market research, stakeholder consultation, and evaluation reporting. - Evidence-based recommendations for organisational improvement. **EDUCATION & RESEARCH** - Doctor of Science in Computing — University of Turku, Finland (ongoing). - Master's Degree in ICT (Cyber Security) — University of Turku, Finland. - Master's Degree in Software Engineering — University of Southampton, United Kingdom. - Bachelor's Degree in Computer Applications — Bangalore University, India. My work combines academic research with practical implementation. Whether you need an AI-based solution, a secure website or mobile application, a cybersecurity assessment, a data analytics project, or a comprehensive programme evaluation, I can support the project from planning and design through implementation, evaluation, and reporting. I value clear communication, practical solutions, careful research, and delivering work that meets client requirements.