Ali Dadashzadeh

Ali Dadashzadeh

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Software Developer | AI Researcher | RAG-Based LLM Solutions | React.js & Python Expert
Ontario, Canada

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Résumé


Jobs verified_user 0% verified
  • Brock University
    AI Researcher
    Brock University
    Oct 2024 - Current (1 year 9 months)
    As a researcher at Brock University, I focus on Knowledge Graphs, Semantic Web, and Retrieval-Augmented Generation (RAG). Under the supervision of Dr. Renata Dividino, my work explores innovative ways to generate Knowledge Graphs for software systems using Large Language Models (LLMs) and advanced retrieval techniques. My research integrates machine learning, natural language processing (NLP), and graph-based representations to enhance information retrieval and reasoning over structured data. This project aligns with my broader expertise in data science, AI-driven applications, and software development.
  • T
    Software Developer
    Tipaxcoتیپاکس
    Aug 2023 - Apr 2025 (1 year 9 months)
    As a Software Developer at Tipax Corporation, I specialize in creating Python-based solutions to handle large datasets. I use libraries like Pandas to efficiently process Excel and CSV files and connect to databases for seamless data management. My role focuses on building, optimizing, and supporting applications that drive operational efficiency and enhance data accessibility, alongside managing server configurations to maintain system stability.
  • University of Guilan
    Research Assistant
    University of Guilan
    Oct 2022 - Apr 2024 (1 year 7 months)
    Supervisors: · Dr. Sadegh Eskandari (University of Guilan) · Dr. Siamak Farshidi (Utrecht University) Projects: · Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review · Refactoring a monolith into microservices: A implementation and analysis of DBSCAN method · Generating knowledge graphs for software system vendors
  • Self Employed
    Frontend Developer
    Self Employed
    Jul 2022 - Dec 2024 (2 years 6 months)
    Frontend developer specializing in building responsive, high-performance web applications with React.js, Next.js, and Vite.js. I have extensive experience in API integration, authentication, and crafting modern, user-centric designs using the latest web technologies. I've had the opportunity to collaborate with companies like Tipax, Aliasys, AliaSaaS, BitPin, and more, delivering seamless and scalable digital experiences.
  • Squad
    Internship Trainee
    Squad
    Apr 2022 - Jul 2022 (4 months)
    During my four-month internship with Squad's Meta Talent program, I collaborated with a team on projects that included programming, UX design, and digital marketing. We used PHP for web development, explored blockchain technology, and applied AI insights to enhance user experiences. Alongside technical work, I gained insights into HR functions in a start-up context, broadening my understanding of talent management and organizational growth. This experience strengthened my skills in innovative technologies and provided valuable exposure to agile, remote collaboration.
  • University of Guilan
    Teaching Assistant
    University of Guilan
    Sep 2020 - Sep 2022 (2 years 1 month)
    Provided instructional support for Professor Sadegh Eskandari's Advanced Programming course for four semesters, assisting over 60 students per term in AP991, AP992, AP14001, and AP14002
Education verified_user 0% verified
  • University of Guilan
    Bachelor's degree, Computer Science
    University of Guilan
    Jan 2019 - Dec 2023 (5 years)
Projects (professional or personal) verified_user 0% verified
  • N
    New Tab Browser Extension
    Jan 2025
    New Tab Browser Extension transforms your browser’s new-tab page into a sleek, productivity-focused dashboard. It automatically switches between light and dark modes to match your system theme, displays a rotating selection of UHD wallpapers, and lets you manage tasks with a built-in to-do list that saves your items locally. You can pin your most-visited sites for one-click access, and view real-time weather and local time for multiple cities via the OpenWeather API. Built with React and Vite, the extension features a minimalist, responsive design, fast load times through code-splitting and lazy-loading, and robust error handling for offline use.
  • T
    Tipax Dynamic Pricing Control Panel
    Dec 2024 - Feb 2025 (3 months)
    The Tipax Dynamic Pricing Control Panel is a secure web application I built at Tipax to manage and update pricing coefficients and policies for both the Jet application and Tipax delivery services. It features role-based access control via the Jet API, allowing only authorized users to view or modify pricing rules. The intuitive interface, built with React.js, TypeScript, and Tailwind CSS, ensures seamless navigation, quick policy adjustments, and real-time feedback on configuration changes. This tool has streamlined our pricing operations, reduced manual errors, and improved turnaround time for rate updates.
  • A
    AliaSaaS Service Management Web Application
    May 2024 - Jun 2024 (2 months)
    I have created a service management website for Aliasys and AliaSaaS companies using React JS and Axios for API calls. The main purpose of this website is to allow users to add new tasks and assign them to other users. It also offers various settings and customization options that are only accessible to admin users. It's worth mentioning that all the UI/UX designs were the manager's decisions.
  • H
    Highway Traffic Prediction
    Dec 2022 - Feb 2023 (3 months)
    We have trained SVM and RandomForrest models to predict highway traffic at various junctions. The data we used, was an open dataset from Kaggle corresponding to highway traffic prediction models. This dataset includes highway vehicle transportation count from different junctions and dates, including years, months, days, and hours from 2015-11-01 to 2017-06-30. This project was part of the Artificial Intelligence (AI) and Machine Learning (ML) course that Dr. Tabatabaei instructed at Guilan University
  • S
    Studier WebApp
    Oct 2021 - Jan 2022 (4 months)
    Analyze your study times and compare them to previous months with this dynamic web app. Due to its not being the final version, you may encounter some minor bugs. The project was completed as part of Dr. Sadegh Eskandari's Database Design course.
Awards verified_user 0% verified
  • University of Guilan
    University of Guilan Programming Competition (UGPC) Winner
    University of Guilan
    May 2023
    Achieved 1st place out of 36 teams in the UGPC, which is a university-level competition for computer science students.
  • University of Guilan
    University of Guilan Talented Student Award
    University of Guilan
    Feb 2023
    Selected for the Master's program at the University of Guilan due to strong academic performance during Bachelor's studies, without needing to take an entrance exam (Konkur).
Publications verified_user 0% verified
  • U
    Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review
    Context User intent modeling is a crucial process in Natural Language Processing that aims to identify the underlying purpose behind a user's request, enabling personalized responses. With a vast array of approaches introduced in the literature (over 13,000 papers in the last decade), understanding the related concepts and commonly used models in AI-based systems is essential. Method We conducted a systematic literature review to gather data on models typically employed in designing… Show more