Mahtab Farrokh Email & Phone Number

Vancouver, BC, CA

Edmoton

• Researched and created a detailed workflow for summarizing event timelines within legal documents.
• Developed a pipeline utilizing Large Language Models (LLMs) for annotating and extracting data from legal documents.

Edmoton

• Designed, developed, and optimized a Retrieval-Augmented Generation (RAG) system using Langchain and HuggingFace models, integrating large language models (LLMs) such as Llama-3, Mistral, and GPT-4.
• Led weekly client meetings to understand project milestones, define solutions, and ensure timely progress.
• Developed strong client communication and time management skills through regular interactions and coordination.

Edmonton, Alberta, Canada

• Supplied video content and designed assignments in Python for a course on AI for Medical Imaging Processing.
• Conducted research and designed a course on AI for Epidemiology with a focus on causality and survival prediction.

Edmonton, Alberta, Canada

• Proposed a novel and effective evaluation metric for cancer survival prediction.
• Demonstrated vital prognostic information within cellular‑level images, indicative of future prostate cancer recurrence.
• Utilized representation learning techniques on tissue images, resulting in a 7% enhancement in predictive accuracy.

Montreal, Quebec, Canada

• The AI4Good Lab is a seven-week initiative designed to empower women and individuals of marginalized genders by providing them with the necessary skills to develop their own machine learning projects. Our program.
• Supervised and assisted a group of five students, guiding them through essential topics such as the mathematical foundations of ML, ML fundamentals, NNs, CNN, RNN, and RL.
• Gave a lecture on CNNs for all the students in the AI4Good Lab.
• Served as a mentor and project manager for another group of five students who were dedicated to a project focused on providing language comprehension assistance for individuals with autism. We explored various ML-based.

Edmonton, Alberta, Canada

• Delivered a workshop to assist TRex Bio in tackling the challenge of understanding regulatory T cell behavior in tissue to create revolutionary therapeutics, utilizing GNNs.

• Designed a web‑based symptom checker using ML‑based models with 87% accuracy.
• Implemented back‑end and front‑end using Node.js, React, and CSS.

Master'S Degree, Computer Science

Bachelor'S Degree, Computer Software Engineering