Parya Abadeh
Applied Ai Scientist Ii @Homebase
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WORK HISTORY
Applied Ai Scientist Ii @Homebase
Toronto, ON, CA
Homebase’s mission is to make small business teams unstoppable. On the Data Science team, I deliver actionable intelligence that helps customers run smarter operations.Project 1: 7-Day Sales ForecastingBuilt and deployed an XGBoost time-series sales forecasting model that enables customers to proactively optimize staffing, inventory, and day-to-day operations.Achieved 18% average sMAPE and 25% average MAPE across production models.Project 2: LLM-Powered Customer Feedback AnalyzerDeveloped an LLM-driven classification pipeline that turns unstructured feedback into prioritized, actionable insights for Product and Engineering.Used an LLM as a judge to improve classification reliability; reached 60% combined accuracy across domain + issue labels.
EDUCATION
University of Guelph
Master of Applied Science - Engineering
Ferdowsi University of Mashhad
Bachelor of Computer Engineering
ABOUT PARYA ABADEH
I’m Parya Abadeh, a Machine Learning researcher currently pursuing my Master\'s degree in Computer Engineering at the University of Guelph. My research primarily focuses on applying advanced AI techniques, especially natural language processing and deep learning, to real-world problems like social media analysis and mental health. I\'m passionate about building secure, impactful AI tools that help organizations operate more efficiently and safely. I\'m also actively involved in developing methods to protect AI systems from adversarial attacks and prompt-based vulnerabilities. In addition to my tech interests, I\'m also enthusiastic about design, particularly graphic design, and teaching. I\'d love to connect with like-minded professionals, so please feel free to reach out and connect with me.
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