/bensadoun-school/taxonomy/term/798/all en /bensadoun-school/data-sphere-lab/our-team/jonathan-guzzo <h2><img alt="Desautels Faculty of Management, 苹果淫院" title="Desautels Faculty of Management, 苹果淫院 " height="200" width="300" style="width: 250px; height: 167px; float: right;" class="media-element file-original rt" src="/bensadoun-school/files/bensadoun-school/logo-desautels-300x200.png" />Jonathan Guzzo</h2> Tue, 27 Aug 2024 16:45:29 +0000 julie.lapalme@affiliate.mcgill.ca 604759 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/beta-initiatives/databank/high-level-infrastructure <h2>High level infrastructure</h2> <p>The DataBank's architecture is designed to aggregate a rich and diverse collection of data sources and datasets from various providers, first cataloged by data analysts. Leveraging the power of Microsoft Azure and Azure Data Factory, the DataBank seamlessly ingests and extracts data from thousands of publicly available repositories.</p> <p>Data is sourced in multiple formats, including structured data like CSV, JSON, SQL databases, APIs, and Parquet files, as well as unstructured data such as PDF documents. These diverse data types are processed through connectors into Azure Data Factory. Once data is processed, it is stored in Azure Storage with a tiered structure signifying its processing stage.</p> <h4>Data stored in the DataBank are classified into three stages:</h4> <hr /> <div class="three-column-1"> <h5>Bronze</h5> <p>Raw data</p> </div> <div class="three-column-2"> <h5>Silver</h5> <p>Processed data after Extract, Transform, Load (ETL) processes</p> </div> <div class="three-column-3"> <h5>Gold</h5> <p>Enriched data post-Machine Learning (ML)</p> </div> <p> Wed, 28 Aug 2024 18:16:51 +0000 julie.lapalme@affiliate.mcgill.ca 604774 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/companies/ai-analytics-mvps/generative-ai <h2><em>Custom LLM Models for your business</em></h2> Wed, 28 Aug 2024 16:44:32 +0000 julie.lapalme@affiliate.mcgill.ca 604773 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/companies/hackathons <h2>Sponsoring a DataSphere Lab hackathon is an invaluable opportunity.</h2> <p>It's a platform where you can present your most pressing analytical challenges and have them tackled by bright, upcoming talent.</p> <p>It's not only about finding innovative solutions; it's also about recognizing future innovators who can drive your company forward. Sponsorship puts your brand at the forefront of innovation and offers direct access to fresh perspectives and potential future hires.</p> Tue, 27 Aug 2024 18:31:56 +0000 julie.lapalme@affiliate.mcgill.ca 604762 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/companies/incubator-days <h2>Dive into the vibrant atmosphere of innovation at our on-campus Incubator Days.</h2> <p>These events are held periodically throughout the year. This is where the energy of startups and the fresh perspectives of students converge in person, creating a dynamic exchange of ideas and solutions. It's an exclusive opportunity for talent discovery, hands-on learning, and forging connections that could shape the future of your business.</p> Tue, 27 Aug 2024 18:19:03 +0000 julie.lapalme@affiliate.mcgill.ca 604761 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/companies/ai-analytics-mvps <h2>Elevate your business by submitting your analytics projects to the DataSphere Lab.</h2> <p>This partnership allows for the practical application of analytics across various domains鈥攂e it optimizing retail supply chains through predictive analytics, enhancing financial services with AI-driven risk assessment models, or pioneering sustainable energy solutions with advanced data modeling.</p> Tue, 27 Aug 2024 18:15:54 +0000 julie.lapalme@affiliate.mcgill.ca 604760 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/students/other-ways-get-involved <h2><em>There are many ways to get involved</em></h2> <ol class="enhance"> <li><big><strong>Volunteering at the DataSphere Lab</strong></big></li> <li><big><strong>In a course like the IMSF Program</strong></big><br /> <br /> Read the article: <a href="/bensadoun-school/data-sphere-lab/services/students/integrated-management-student-fellowship-datasphere-lab">IMSF at the DataSphere Lab: Shaping Tomorrow's Leaders</a><br /> 聽</li> </ol> <h3>What is the Integrated Management Student Fellowship (IMSF)?</h3> Tue, 27 Aug 2024 13:47:19 +0000 julie.lapalme@affiliate.mcgill.ca 604758 at /bensadoun-school /bensadoun-school/data-sphere-lab/services/students/datasphere-lab-jobs-students/client-projects-roles <p>As <strong>Technical Analytics Consultants</strong>, undergraduate and graduate students apply their technical proficiency in data analytics by collaborating with our clients on projects centered around Analytics and AI. We are currently hiring for the following roles:</p> <div class="accordion"> <h3><a href="#">Full Stack Web/Application Programmer</a></h3> <div> <p>We are seeking a highly skilled and motivated Programmer with a specialty in web/applications to join our dynamic team to work on a project for a client which is a leader in the aviation industry.<br /> <br /> We are building a platform/website which will allow the company to manage its product related documents and business processes, and leverage AI and machine learning to improve the process efficiency and gain insights from the data. You will be part of a team rebuilding/redesigning a bespoke application for the client to improve one of their core processes, and this tool will support research initiatives with the client and the University.<br /> <br /> You will be working with a Professor at the Desautels Faculty of Management, 苹果淫院. You do not always need to be on campus to work (time and place are flexible).</p> <p><strong>Key Responsibilities: </strong></p> <ol> <li>Design and Develop a front-end Application using react/angular as frontend and node.js (or .NET) as backend.</li> <li>Design and Develop a database to store and manage the documents as well other data required for the website/platform other database and web programming tasks. Most likely we will use relational database like mySQL. But we may also examine if a noSQL database like MongoDB may be better for the given business needs.</li> </ol> <p><strong>Required Skills: </strong></p> <ol> <li>Proficient in HTML, CSS, JavaScript, Databases (mySQl and/or mongoDB); React framework; Node.js.</li> <li>Should have good knowledge of data structures and algorithms</li> </ol> <p>The Ideal candidate will have proficiency in both front and back-end development. However, even if you do not meet both requirements, you can still apply if you have excellent command of a programming language, are willing to learn and strongly believe that you can fulfill the job requirements.</p> <hr /> </div> <h3><a href="#">UX/UI Designer</a></h3> <div> <p>We are currently hiring a<strong> UX/UI Designer </strong>for an SME client project in the Sports and Leisure Retail Space.</p> <p><strong>Key Responsibilities: </strong></p> <ul> <li>Develop a Descriptive Analytics Dashboard for the client鈥檚 Sales and Inventory Operations</li> <li>Although the tool is yet to be determined, it will likely be in a popular platform like PowerBI, Tableau, Looker etc.</li> <li>The role will be more of a design role than a technical role, and you will be able to leverage the DataSphere Lab鈥檚 team for support with data integrations and other technical elements</li> <li>Work with our Analytics Strategist to define essential KPIs to display in the dashboard</li> <li>You should expect approximately 10-15 hours per week for this project</li> <li>Role begins immediately and estimated project completion is 8-12 weeks</li> </ul> <p><strong>Required Skills: </strong></p> <ul> <li>Completing /recently completed a bachelor's or master's degree in a relevant field such as Business, Analytics, Information Systems or any field that centres on data and or design.</li> <li>Excellent Design, problem-solving and analytical skills.</li> <li>Strong communication and presentation abilities, with the ability to explain complex concepts to both technical and non-technical stakeholders.</li> <li>Ability to work independently and collaboratively in a team environment.</li> <li>Strong attention to detail and ability to manage multiple tasks simultaneously.</li> <li>Familiarity with analytics, machine learning, artificial intelligence would be an asset but not required</li> <li>Familiarity/Passion for sports (in particular Soccer) would be an asset</li> </ul> <hr /> </div> <h3><a href="#">Image Recognition Consultant</a></h3> <div> <p>We are seeking a highly skilled and motivated <strong>Data Scientist</strong> with a specialty in image recognition to join our dynamic team. The ideal candidate will have a strong background in machine learning algorithms, cloud computing, and a passion for the intersection of art and technology. You will be working with a small team on a direct Client project. This client is in the Modern Art industry and looking to use AI in various use cases.</p> <p><strong>Key Responsibilities: </strong></p> <ul> <li>Develop, implement and use market-available image recognition models and algorithms.</li> <li>Collaborate with cross-functional teams to integrate image recognition capabilities into various projects.</li> <li>Manage and analyze large datasets of images to identify patterns and insights, and conduct classification analysis</li> <li>Stay abreast of the latest developments in machine learning and image recognition.</li> <li>Present findings and recommendations to stakeholders and academic peers.</li> </ul> <p><strong>Required Skills: </strong></p> <ul> <li>Proficiency in <strong>Python</strong> and experience with version control systems such as <strong>Git</strong>.</li> <li>Strong knowledge/familiarity of image recognition algorithms, including but not limited to: <ul> <li>Convolutional Neural Networks (CNNs)</li> <li>Residual Networks (ResNets)</li> <li>Recurrent Neural Networks (RNNs)</li> <li>Generative Adversarial Networks (GANs)</li> </ul> </li> <li>Familiarity with the three main cloud providers: <ul> <li>Microsoft Azure</li> <li>Amazon Web Services (AWS)</li> <li>Google Cloud Platform (GCP)</li> </ul> </li> <li>Familiarity with these popular cloud tools: <ul> <li>Google Cloud Vision API</li> <li>Amazon Rekognition</li> <li>Microsoft Azure AI Vision</li> </ul> </li> <li>Familiarity with commercial recognition images tools like: <ul> <li>SuperAnnotate</li> <li>DeeepSignals</li> <li>Vue.ai</li> <li>V7</li> </ul> </li> <li>A keen eye for the artistic aspects of data visualization and image processing.</li> <li>Experience with image preprocessing, cleaning, and augmentation techniques.</li> <li>An appreciation for Art/Design would be an asset</li> </ul> </div> </div> <p> Tue, 27 Aug 2024 13:16:09 +0000 julie.lapalme@affiliate.mcgill.ca 604757 at /bensadoun-school /bensadoun-school/data-sphere-lab/our-team/jean-olivier-pitre <p></p><div class="media-youtube-video media-element file-default media-youtube-2"></div> Thu, 22 Aug 2024 17:50:13 +0000 julie.lapalme@affiliate.mcgill.ca 604754 at /bensadoun-school /bensadoun-school/data-sphere-lab/our-team/william-jabbour <p></p><div class="media-youtube-video media-element file-default media-youtube-3"></div> Thu, 22 Aug 2024 17:43:46 +0000 julie.lapalme@affiliate.mcgill.ca 604753 at /bensadoun-school /bensadoun-school/data-sphere-lab/our-team/imane-enette <p></p><div class="media-youtube-video media-element file-default media-youtube-4"> <iframe class="media-youtube-player" id="media-youtube-guwx70pqxts" width="640" height="390" title="Creating Community-Focused Events with Imane!" src="https://www.youtube-nocookie.com/embed/GUWx70pqXts?wmode=opaque&controls=&enablejsapi=1&modestbranding=1&playerapiid=media-youtube-guwx70pqxts&origin=https%3A//www.mcgill.ca&rel=0" name="Creating Community-Focused Events with Imane!" frameborder="0" allowfullscreen="">Video of Creating Community-Focused Events with Imane!</iframe> </div> Mon, 19 Aug 2024 14:50:47 +0000 julie.lapalme@affiliate.mcgill.ca 604751 at /bensadoun-school /bensadoun-school/data-sphere-lab/our-team/japmann-sarin <p></p><div class="media-youtube-video media-element file-default media-youtube-5"></div> Mon, 19 Aug 2024 14:37:28 +0000 julie.lapalme@affiliate.mcgill.ca 604750 at /bensadoun-school /bensadoun-school/channels/event/retail-gen-ai-hackathon-358373 <h3>Want to work collaboratively in a fun yet competitive environment to develop innovative generative AI solutions for the ALDO Group?</h3> Thu, 15 Aug 2024 14:38:12 +0000 laura.hope@mcgill.ca 604745 at /bensadoun-school /bensadoun-school/data-sphere-lab/our-team/doria-khouri <p></p><div class="media-youtube-video media-element file-default media-youtube-6"> <iframe class="media-youtube-player" id="media-youtube-k-pb1ay52-y" width="640" height="390" title="Meet Doria!" src="https://www.youtube-nocookie.com/embed/K_Pb1aY52_Y?wmode=opaque&controls=&enablejsapi=1&modestbranding=1&playerapiid=media-youtube-k-pb1ay52-y&origin=https%3A//www.mcgill.ca&rel=0" name="Meet Doria!" frameborder="0" allowfullscreen="">Video of Meet Doria!</iframe> </div> Wed, 07 Aug 2024 13:39:42 +0000 julie.lapalme@affiliate.mcgill.ca 604723 at /bensadoun-school /bensadoun-school/data-sphere-lab/our-team/khushi-toprani <p></p><div class="media-youtube-video media-element file-default media-youtube-7"> <iframe class="media-youtube-player" id="media-youtube-udegwbks-e8" width="640" height="390" title="Meet Khushi!" src="https://www.youtube-nocookie.com/embed/udeGWBKs_E8?wmode=opaque&controls=&enablejsapi=1&modestbranding=1&playerapiid=media-youtube-udegwbks-e8&origin=https%3A//www.mcgill.ca&rel=0" name="Meet Khushi!" frameborder="0" allowfullscreen="">Video of Meet Khushi!</iframe> </div> Wed, 07 Aug 2024 13:10:56 +0000 julie.lapalme@affiliate.mcgill.ca 604722 at /bensadoun-school