Hi!!! This is Fatema Tuj Johora Faria, currently working as a Senior Application Developer at Dexian (Bangladesh) Limited. My expertise lies in designing, developing, and deploying generative AI-based applications with a strong focus on Large Language Models (LLMs), Large Multimodal Models (LMMs), Retrieval-Augmented Generation (RAG), as well as LLM agents and their multi-agent architectures for automating complex tasks and supporting data-driven insights. I also specialize in designing user-friendly interfaces that simplify AI interactions and provide an intuitive experience for users.
In my role, I focus on delivering high-impact work through the following key areas:
(1) Proof of Concepts (PoCs): I oversee the development of PoCs to explore forward-thinking ideas by analyzing client and stakeholder requirements and translating them into business goals. I rapidly prototype solutions and iterate based on feedback to assess feasibility, reduce risks, and enable informed decision-making for full-scale implementation, while ensuring alignment with the long-term product vision.
(2) Leadership in Project Execution: I lead the architecture of generative AI systems for production-grade deployment, utilizing Azure OpenAI for LLM integration, Azure SQL for robust data management, Azure Blob Storage for scalable asset handling, and AlloyDB for high-performance vector search. I design modular, domain-specific AI pipelines optimized for low-latency inference and deploy them efficiently via Azure Web App, focusing on reducing operational overhead and ensuring cost-effective, real-world performance.
(3) Mentorship: I mentor Junior Application Developers by guiding them on coding standards, architectural best practices, and professional growth, helping them contribute effectively to our projects.
My Primary Research Interests Include:
- Large Language Models (LLMs)
- LLM Agents
- Human–LLM Interaction
- Large Multimodal Models (LMMs)
- NLP for Social Good
- NLP for Low-Resource Languages
- AI in Healthcare
- Vision-Language Models (VLMs)
- Trustworthy AI
- Multimodal Agents
- Computer Vision
I am open to collaborative opportunities that align with my research goals and passions. If you have any inquiries or wish to discuss potential collaborations, please feel free to reach out. You can contact me via email at Personal: fatema.faria142@gmail.com or Official: fatema.faria@dexian.com.
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