Hello, my name is
Md. Shahidul Salim
PhD Student at University of Massachusetts Lowell, USA
🤗

I am working on biomedical multilingual machine translation and summarization of electronic health records using large language models (LLMs). My recent projects focus on uncertainty quantification in LLMs and controlling text readability for different users in medical contexts. I am also exploring the use of multi-agent systems to improve translation and summarization.

🍀 If you are interested in collaboration or research opportunities, feel free to reach out!

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Md. Shahidul Salim

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About Me

I am a Research Assistant at the University of Massachusetts Lowell, supervised by Dr. Hong Yu. I'm currently on study leave from my position as a Lecturer in the Department of Computer Science and Engineering at Khulna University of Engineering & Technology (KUET).

My research focuses on machine translation and multi-agent systems using LLMs. My work has been published in journals and presented at conferences like EMNLP. My interests include NLP (LLM Quantization, Transformers, Text Generation), Machine Learning (CNNs, Time Series), and Generative AI (GANs, Diffusion Models).

Academic & Work Timeline

Research Interests

Machine Translation Summarization Uncertainty Quantification in LLMs Multi-Agent Systems Generative AI Bioinformatics Pretraining and Finetuning in LLMs Multi-GPU Training

Hobbies

Outside of research, I enjoy playing FIFA, traveling, and watching sci-fi and thriller movies. Some favorites include Interstellar, Dark, and Stranger Things.

Research Areas

Machine & Deep Learning

Focusing on CNNs for multimodal applications, time series analysis, and bioinformatics.

Natural Language Processing

Working on LLM fine-tuning, quantization, text translation, summarization, and multi-agent systems.

Generative AI

Exploring the capabilities of Generative Adversarial Networks (GANs) and Diffusion models for novel data creation.

🏆 Selected Research Papers

Natural Language Processing

    Machine Learning / Deep Learning

      📚 Other Publications

      Natural Language Processing

        Machine Learning / Deep Learning

          🔍 Under Review

            🔬 Ongoing Research

              💻 Projects

              My Skills

              Technical Expertise

              I have strong programming skills in Python and C++, with extensive experience in the PyTorch ecosystem for machine learning and NLP. I specialize in fine-tuning and quantizing Large Language Models (LLMs) using libraries like Unsloth and PEFT. My work also involves data structures, algorithms, and database management with SQL.

              Learn More
              Python PyTorch Unsloth AI PEFT Langchain C/C++ Machine Learning NLP Transformers SQL JavaScript Data Structures Algorithms Image Processing

              Contact Me

              Email

              mdshahidul_salim@student.uml.edu

              shahidulshakib034@gmail.com

              Address

              132 University Ave, Lowell, MA, USA

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