Muhammad Abdullah@abdullah_mirza251
1
Events attended
1
Submissions made
Pakistan
1 year of experience
About me
I am Muhammad Abdullah, an AI & ML Developer passionate about building intelligent solutions. My expertise includes Generative AI, Computer Vision, NLP, and Python development. I have worked on projects ranging from chatbots and image processing to data analysis and applied AI systems. Currently, I am exploring advanced techniques like Vision-Language Model (VLM) fine-tuning and developing an Agentic RAG system for a client project, combining retrieval with reasoning for smarter assistants. I am also working on integrating OpenAI models with LangGraph pipelines to create adaptive agent workflows. Driven by curiosity, I keep experimenting with deep learning, multimodal AI, and real-world applications to deliver innovative and practical solutions.
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š¤ Latest Submissions
Suicide Hotline Triage Assistant
Many suicide hotlines face the challenge of long wait times, with callers often left waiting when they need urgent support. Counselors spend valuable time figuring out who is in immediate crisis versus who is at lower risk. This can delay help for those in the most danger. Our project provides a Suicide Hotline Triage Assistant, a calm, supportive first point of contact. It greets callers, asks a few short safety questions, and quickly identifies whether someone is highly risky, less risky, or unclear. The assistant then connects the caller directly to a trained human counselor. By reducing wait times and sorting callers by risk level, this system ensures that those in greatest need receive faster attention, while all callers are treated with empathy and respect. It does not replace human counselors but supports them by streamlining the process and improving response efficiency.
21 Sep 2025
