Writer/Reviewer
San Francisco, California, US
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Summary
Developed critical training data and evaluation rubrics for Large Language Models, optimizing AI performance for domain-specific applications.
Highlights
Curated specialized training datasets for Large Language Models (LLMs), directly addressing client-specific domain requirements and enhancing model accuracy.
Designed and implemented detailed rubrics to serve as benchmarks, significantly improving the precision and effectiveness of LLM fine-tuning processes.
Teaching Assistant
Montréal, Québec, Canada
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Summary
Guided over 100 students in Life Cycle Analysis lab components, enhancing practical understanding and project execution.
Highlights
Instructed and mentored over 100 students in Life Cycle Analysis lab components, ensuring comprehension of complex methodologies and software applications.
Managed comprehensive course logistics, including project oversight, student communication, and material preparation, fostering an effective learning environment.
Evaluated academic submissions and course projects, providing constructive feedback that contributed to student success and learning outcomes.
AI Business Analyst
Dubai, Dubai, United Arab Emirates
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Summary
Leveraged AI and data analytics to optimize customer service operations and enhance user experience, leading to measurable improvements in efficiency and satisfaction.
Highlights
Deployed tailored AI prompts to proactively manage WhatsApp Business quality ratings, successfully mitigating the risk of number downgrades during high-volume periods.
Developed and trained GPT-3 chatbot prompts for critical customer journeys, improving clarity and reducing agent escalations by 15%.
Analyzed hundreds of chat transcripts using Tableau and custom dashboards to identify and resolve user confusion, repetitive replies, and broken conversational flows.
Presented data-driven insights on chatbot effectiveness to stakeholders, informing strategic improvements that enhanced operational efficiency and user satisfaction.
Research Assistant
Montréal, Québec, Canada
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Summary
Contributed to the development and delivery of foundational environmental design and Life Cycle Assessment curriculum for first-year engineering students.
Highlights
Developed comprehensive pedagogical materials for the GCH1220 course, focusing on Environmental Design & Life Cycle principles.
Successfully introduced Life Cycle Assessment (LCA) concepts to first-year chemical engineering students, enhancing their foundational understanding of sustainable practices.
Supported academic operations by aiding in exam invigilation and managing logistical requirements for course assessments.
A highly analytical Chemical Engineering PhD candidate specializing in Life Cycle Assessment (LCA) and AI-driven business solutions. Adept at leveraging advanced research methodologies, data analysis, and language model tuning to drive efficiency, optimize processes, and deliver quantifiable impact in complex technical environments. Poised to apply a robust academic foundation and practical experience in sustainability and AI to innovative challenges.
Head Organizer
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Summary
Orchestrated a successful LCA Research Day, managing all aspects from program development to logistical execution with a team of six.
Highlights
Designed and implemented the full event program for LCA Research Day, overseeing participant coordination and submission management.
Led a team of six students, delegating tasks and managing logistics to ensure the smooth and successful execution of the event.
Senior Editor
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Summary
Co-founded and served as Senior Editor for a student publication on gender-related topics, overseeing content development and editorial processes.
Highlights
Co-founded "Notes on Gender," MEPI's student publication, establishing its editorial vision and operational framework for gender-related topics.
Managed the entire editing workflow for a team of junior editors, facilitating communication with writers to ensure high-quality, finalized publications.
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Doctor of Philosophy
Chemical Engineering
Grade: CGPA: 3.78/4.0
Courses
Methodologies for Process Integration and Scale-up in LCA within the Food Plastic Packaging Industry
International Reference Center for Life Cycle Assessment and Sustainable Transition (CIRAIG)
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Bachelor of Engineering
Chemical Engineering
Grade: CGPA: 3.53/4.0
Awarded By
Lebanese International Finance Executives (LIFEs)
Awarded a prestigious scholarship recognizing academic merit and financial need during undergraduate studies.
Awarded By
American University of Beirut
Consistently recognized for exceptional academic performance and excellence across multiple semesters.
Published by
Environmental Science Pollution Research
Summary
Co-authored a peer-reviewed publication investigating the occurrence and ecological risks of microplastics in MENA ecosystems, contributing to environmental science research.
Native
Native
Proficient
Life Cycle Assessment (LCA), OpenLCA, GPT-3, Large Language Models (LLMs), AI Prompt Engineering, Data Analysis, Tableau, Custom Dashboards, Python, Chemical Engineering Principles, Process Integration, Scale-up Methodologies.
Quantitative Analysis, Qualitative Analysis, Research Design, Data Curation, Environmental Impact Assessment, Scenario Analysis, Sensitivity Analysis, Academic Writing, Peer Review.
Project Coordination, Event Management, Team Leadership, Stakeholder Communication, Curriculum Development, Editorial Management, Task Delegation.
OpenLCA, Tableau, Microsoft Office Suite.
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Summary
Conducted a comprehensive Life Cycle Assessment comparing the environmental impacts of fireworks and drone shows in Montréal.