Soheil Rezaei Email & Phone Number

Toronto, ON, CA

Toronto, Ontario, Canada

• Office146 provides coworking spaces and software for managing customer data and team tasks. I developed a booking solution, collaborating with a project manager and designer and other engineers.
• Collaborating with development team peers on front and back end to improve scalability and efficiency of systems and the product.
• Collaborated on building a large-scale database for the booking system, leading to improved security and more efficient data storage for customers and the business (Infrastructure development).
• Contribute to the complete development process with Design & Product team members, from scaffolding, planning, evaluating technical feasibility, development, testing, and implementation of product.

London, Ontario, Canada

• Conducting research to develop and apply large language models and machine learning algorithms using Langchain, Tensorflow, Pytorch, Python, Keras.
• Converting Datasets into Vector format for ease of use with models using techniques tailored to the data and technologies such as OpenGPT embedding.
• Creating CI/CD pipelines for automatically fetching data from databases, using warehousing techniques (SSIS/SSAS/OLAP Cubes/Fact Table) to extract views and deploying MLOps for valuable business intelligence.
• Creating models from scratch or using pre-trained models and transfer learning methods to provide solutions for Regression, Classification, Forecasting and other research subjects.
• Experimenting with different GAN, NLP and Computer Vision models to benchmark the results in collaboration with the experiment team to provide insight on performances.
• Tuning and engaging in Data Preprocessing, hyperparameter tuning and evaluation of the trained models, using Bayesian, KNN, GridSearch and other neural network tuning methods

Tehran, Iran

• IndieDevCrew was a software solutions development agency, offering services to startups, businesses and design agencies (Mostly focused on Fintech and e-commerce industries)
• Collaborating with clients, project managers, UX/UI designers to understand their needs and build responsive web solutions for a range of online services and SaaS startups
• Participate in team meetings, code reviews, and brainstorming sessions to contribute ideas and technical expertise.
• Conducted user acceptance testing and quality assurance on developed solutions
• Migrating code from legacy codebases, into modern frameworks, to facilitate implementation of new features for clients
• Connect and integrate external services and APIs into the applications, ensuring seamless data exchange and functionality

Tehran, Iran

• Handling maintenance on local servers, troubleshooting and maintaining computer devices and networks. Optimizing the back-end for the Company’s Helpdesk service. (NodeJS, APIs, JavaScript)
• Creating data storage solutions for different systems and software on an on-premise server, optimizing the server for speed and stability resulting in minimal downtime for employee systems overall and during updates.
• Designing, Debugging, and maintaining code, writing reports, and software testing, including unit tests and integration tests.

• Designed and managed campaigns across client websites, reviewing digital marketing schedules and kept stakeholders abreast of upcoming campaigns and previous engagement reports (PHP, WordPress, JavaScript, HTML/CSS)

• Created and modified webpages with SEO standards such as meta tag creation, page title updates, URL rewrites, internal linking structures, landing the company on the first page of Google for Company products (PHP.

Master'S Degree, Computer Software Engineering, 3.8 / 4.0

Bachelor'S Degree, Computer Software Engineering