NouraAttili
AI & Decision Making | Business Analytics
About Me
MIT Student & AI Analyst
I'm an undergraduate student at MIT double-majoring in Artificial Intelligence & Decision Making and Business Analytics. My work sits at the intersection of applied machine learning and real-world impact across healthcare, education, and business, from building clinical decision-support models for ICU patients to designing multi-agent systems that help businesses standardize institutional knowledge.
I'm proficient in translating complex data into actionable insights, whether that's using sentiment analysis to improve intervention delivery, analyzing customer data for user-centric product improvements, or assessing the impact of external factors on business strategy and growth. I thrive as a cross-functional specialist, connecting bridges between technical work and tangible impact for stakeholders.
4.8/5.0
MIT GPA
Academic Excellence
CAPM
Certified Project Manager
Strategic Leadership
50+
Startups Advised
Business Consulting Impact
100+
Youth Mentored
Community Engagement
Education
BS in Artificial Intelligence & Decision Making, Business Analytics
Massachusetts Institute of Technology
Relevant Coursework:
Certifications
Enterprise Management Certificate
MIT Sloan School of Management
May 2026
Certified Associate in Project Management (CAPM)
Project Management Institute (PMI)
August 2025
Skills
Python
Machine Learning & Data Science
R
Statistical Analysis
Julia
Scientific Computing
C++
Object-Oriented Programming
HTML/CSS
Web Development
Experience
Professional Experience
Startup Technical and Business Consultant
Atresmedia Diversificación
Responsibilities:
- •Developed a time-series cost forecasting model that reduced cost prediction error (MAPE) by 3.47%
- •Built an automated system optimizing for long-term revenue, customer satisfaction, and retention value, achieving a 75% task reduction rate and a 4x throughput increase
- •Transitioned a leading European B2C travel-tech company’s pricing model into dynamic pricing, with a 13% projected profit increase
Skills:
Product Intern
KIVA Project, MIT Senseable Intelligence Group
Responsibilities:
- •Collaborate with education specialists to replicate a researched and effective pedagogy through LLMs, using prompt engineering, context building, pipeline and chain-of-thought practices, and output formatting
- •Design and develop features for a speech-to-speech digital literacy and vocabulary acquisition platform
- •Create a platform monitoring and tracking system to measure latency, performance, and interaction quality
Skills:
Data Analyst and Researcher
Depression Clinical & Research Program, Massachusetts General Hospital
Responsibilities:
- •Applied statistical modeling and NLP techniques, using Python and R, to evaluate behavioral trends, usage patterns, and engagement metrics in a digital chatroom platform for caregivers of people with dementia
- •Established a significant, data-based model of the impact of digital social environments on users’ clinical and mental health improvements, informing the design and delivery of digital interventions
- •Presented findings at the Gerontological Society of America Conference, Boston, MA, Nov 2025
Skills:
Machine Learning Engineer Intern
Fundación Progreso y Salud
Responsibilities:
- •Developed a multimodular time-series model to predict extubating failure for mechanical ventilation patients in the ICU as part of a clinical decision support system
- •Collaborated with data scientists and medical teams to translate clinical objectives into quantifiable measurements within the European IntelliLung project
- •Investigated the impact of delayed ICU admission on mortality in sepsis patients using GAM models
Skills:
Business Consultant Intern
MyStartup Injaz
Responsibilities:
- •Advised startup founders on business growth strategy, including market demand analysis and customer base expansion
- •Facilitated workshops to train 50+ startups on market research, customer segmentation, and competitive analysis
- •Managed a team of 3 to develop a Learning Management System and educational materials for aspiring entrepreneurs in under-resourced areas of Jordan
Skills:
Undergraduate Research Assistant
Research Lab of Electronics, MIT
Responsibilities:
- •Programmed a Python pipeline to automate the generation of acoustic cues from speech files
- •Built a database of 400+ labeled speech files to diagnose reading difficulties in children
- •Trained and supervised a team of 10 individuals contributing to the database
Skills:
Leadership Experience
Global Teaching Labs Instructor
UTEC Global Teaching Labs
Lima, Peru | Jan 2026
Taught a credited Machine Learning course as part of UTEC’s post-graduate Master of Data Science and Artificial Intelligence program, and consulted on the design, programming, and validation of 17 machine learning projects spanning the education, environmental, government, and retail sectors.
MakerSpace Project Manager
PKG Public Service Fellowship, MIT
Ramallah, Palestine | June – Aug 2024
Designed and led the development of a MakerSpace to empower youth in Palestine with hands-on education, securing investments for equipment and training and developing a business plan for long-term operational sustainability.
Robotics and Programming Mentor
Robotics Club
Ramallah, Palestine | Nov 2021 – Sept 2024
Mentored 100+ youth aged 10–18 in robotics, Python, and design thinking, and led a student team to build the first CubeSAT and serving robot in Palestine. Won the international FIRST Global Outstanding Mentor Award in Greece, 2024.
Projects
OXXO Business Process Architect Agentic System
Generative AI Lab
Architected a multi-agent Copilot Studio system that interviews local SME operators to surface operational bottlenecks and improvement opportunities, then automatically standardizes those findings into clear, ready-to-use documentation, streamlining knowledge sharing across 25,000+ locations.
Wildtake Evaluation Framework for Ingredient Selection
Enterprise Management Lab
Partnered with an early-stage startup to lay the strategic foundation for its go-to-market plan, designing a data-driven, weighted evaluation model to determine which invasive species to target first as ingredients in a ready-to-eat CPG product, balancing operational logistics, growth strategy, and consumer targeting.
Posters & Publications
Chatroom Sentiment Predicts Mood Improvement in Family Caregiver Mobile Peer Support Groups
Authors: Attili, N., Gutierrez-Ramirez, P., Galvez, M., Ramirez Gomez, L., & Jain, F.A. Poster session presented at the Gerontological Society of America Conference, Boston, MA. (2025, November).
Chatroom Asynchronous Peer Support Chat Groups for Family Caregivers: Lessons Learned
Authors: Gutierrez-Ramirez, P., Galvez, M., Attili, N., & Jain, F.A. Poster session presented at the Gerontological Society of America Conference, Boston, MA. (2025, November).
Role of Peer Support Chatrooms in Increasing Engagement with Mobile Application
Authors: Attili, N., Gutierrez-Ramirez, P., Galvez, M., Ramirez Gomez, L., & Jain, F.A. Poster session presented at the Technology in Psychiatry Summit. (2025, December).
Get In Touch
Feel free to reach out for collaborations, opportunities, or just to connect!
attilin at mit dot edu