Hey, I’m Pouria.
AI Expert | Building Scalable ML Solutions with Cloud, GNNs, and Advanced Analytics
My Approach
Data-Driven Solutions
I am committed to using data as the foundation of my problem-solving approach. By leveraging advanced AI and machine learning models, such as GNNs, transformers, and deep learning architectures, I aim to uncover patterns and insights that drive decision-making. I prioritize scalability, ensuring that the solutions I develop are designed to grow with the needs of the business. From healthcare applications to industrial control systems, my focus is on delivering actionable insights that create value and drive innovation.
Collaborative Development
Successful projects require teamwork, and I believe in fostering an environment of open communication and collaboration. Whether I’m working with cross-functional teams or mentoring students, I place a high value on feedback and diverse perspectives. My approach emphasizes integrating technical expertise with business objectives, ensuring that every solution I build is practical, efficient, and aligned with the overall goals of the organization. By working closely with stakeholders, I strive to ensure that all solutions not only meet technical specifications but also provide meaningful, long-term benefits.
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Over 5 Websites Made
For 4 happy clients
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3+ Years of Design Experience
Across web, mobile, and print
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Community Advocate
For a more inclusive world
AI Assistant for Healthcare eConsult Platform
At Ottawa Hospital Research Institute, I developed an AI assistant using LangChain and large language models to streamline eConsult processes. By integrating MongoDB and machine learning algorithms like BERT and GNNs, the assistant was able to detect inconsistencies and improve the efficiency of medical consultations, enhancing patient outcomes and reducing administrative workloads.
Case Studies
Cultural Trends Analysis for City of Ottawa
As a Software Developer for the City of Ottawa, I contributed to a project focused on analyzing cultural trends by gathering and processing artist data via web scraping. Using Power BI for data visualization and analysis, I helped uncover valuable insights that informed city policy and cultural initiatives, contributing to the enrichment of Ottawa’s arts sector.
GNN-Based Retrieval-Augmented System for Research
In my work on the brain-heart interconnectome, I built a Retrieval-Augmented Generation (RAG) system using Neo4j graphs and PyTorch Geometric. By analyzing over 850 research papers, I was able to identify trends and insights related to brain-heart connections, enhancing the research process and advancing our understanding of this critical area in medical science.
What References are Saying
"Working with Pouria was a game-changer for our eConsult platform. His ability to implement cutting-edge AI solutions significantly improved the speed and accuracy of our consultations, saving us time and resources. His expertise in machine learning and data science made a real impact on our workflow."
— AI Scientist, Ottawa Hospital Research Institute
"Pouria’s attention to detail and technical expertise in data analysis helped us gain a deeper understanding of cultural trends in the city. His work with Power BI and data visualization was invaluable in shaping our cultural policies and initiatives. We couldn’t have asked for a better partner."
— Project Lead, City of Ottawa Cultural Department
Get in Touch!
Let’s connect for a 1:1 consultation to explore how my expertise in AI and data science can drive scalable, innovative solutions for your company’s success.
FAQ
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I specialize in projects involving AI, machine learning, and data-driven solutions, particularly in healthcare and industrial applications. My focus includes building AI assistants, developing GNN-based systems, and optimizing processes using advanced analytics and cloud platforms.
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I prioritize scalability by leveraging cloud platforms like AWS and Azure, ensuring that the systems I build can handle growth and evolving requirements. I focus on efficiency by using cutting-edge technologies, such as GNNs and transformers, to deliver robust, optimized solutions.
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Collaboration is key to my approach. I work closely with teams and stakeholders to ensure that every solution aligns with business goals, is technically sound, and delivers long-term value. I emphasize open communication and actively seek feedback throughout the project lifecycle.