Hi! I am Fatema Tuj Johora Faria, currently working as an AI Engineer II at Astha.IT. I design, develop, and deploy generative AI applications with a strong focus on Large Language Models, Large Multimodal Models, and Retrieval-Augmented Generation (RAG). My work spans building LLM-based agents, multimodal AI agents, and multi-agent architectures that automate complex tasks and enable data-driven insights. In my current role, I leverage cloud infrastructure such as AWS S3, EC2, ECR, and App Runner to build scalable, efficient, and reliable AI systems, while also focusing on user-friendly interfaces that make AI interactions intuitive.

Previously, as Senior Application Developer at Dexian (Bangladesh) Limited, I led the architecture of generative AI systems for production-grade deployment using Azure OpenAI, Azure SQL, Azure Blob Storage, and AlloyDB for high-performance vector search, oversaw proof-of-concept development to translate stakeholder requirements into feasible solutions, and mentored junior developers on coding standards and architectural best practices.

Research interests: Large Language Models, Large Multimodal Models, LLM & Multimodal AI Agents, Human–AI Interaction, NLP for Social Good, NLP for Low-Resource Languages, AI in Healthcare, Vision-Language Models, Trustworthy AI, and Computer Vision.

I am open to collaborative opportunities that align with my research goals. Feel free to reach out at fatema.faria142@gmail.com (personal) or ftj.faria@asthait.com (official).