Qasem N. Email & Phone Number

Montreal, Quebec, Canada

- Developing Agentic behavior with LLMs using Langchain and Langgraph for enhanced task automation- Implementing Retrieval-Augmented Generation (RAG) with LlamaIndex, integrating with Microsoft Teams

Kingston, Ontario, Canada

- Leveraged LLMs for FDA's pharmaceutical legal documents for RAG purpose- Implemented advanced techniques like query expansion, domain-specific tokenization, hybrid search, and semantic text chunking to achieve high accuracy in FDA Guidance- Employed Llama-index for retrieval and LangChain for the agentic behaviour- Employed Azure AI Studio for Evaluation and feedback monitoring. Served and deployed on Azure. Front-end UI served on Vercel

Vancouver, British Columbia, Canada

- Developed a Retrieval Augmented Generation (RAG) system to enable customers to compete with their rivals' marketing strategies- The following link shows a similar project to what I built during my internship at Klue.- Employing Llama-index as a retrieval tool, Weaviate as vector DB, GCP, and Streamlit.

Kingston, Ontario, Canada

- Spearheaded a novel approach to analyzing fMRI data using dimensionality-reduction techniques to create a brain subspace.- Analyzed relative positions of brain regions along this subspace during learning. Research outcome showed significant expansion/contraction of brain regions along the manifold during learning, with crucial findings on default mode network.- Developed computational pipelines using Python and Pandas, ensuring reproducibility of research.

Tehran, Tehran, Iran

Developed and deployed a semantical categorization system for webpages, using mainly classic models and transformer pre-trained models to accelerate delivery. Utilized Python, SQL, PySpark, scikit-learn, and PyTorch in data processing and machine learning model implementation. Automated analytics for other teams.

London, England, United Kingdom

Under supervision of Dr. Hadi Modarres and Dr. Khaligh-Razavi.Analyzed wearable device data to identify factors affecting cognitive decline and their potential path towards Alzheimer’s disease. Leveraged machine learning tools such as feature importance and data visualization techniques for insight generation.

Tehran Province, Iran

Under supervision of Dr. Hamid Reza Rabiee.

Tehran, Tehran Province, Iran

courses `software systems design` twice and `signals and systems` once.

Tehran Province, Iran

Tehran, Tehran Province, Iran

Developed a Django-based back-end for server analytics and visualization to facilitate monitoring of server activities.

Master Of Science - Ms, Neuroscience

Bachelor Of Science - Bs, Computer Software Engineering

Diploma, Mathematics And Physics