Released two courses in collaboration with Intel Disruptor Initiative and Activeloop.1. "Training & Fine-Tuning LLMs for Production," Responsible for all the coding lessons (implementing, executing, and writing), which includes training LLMs from scratch and RLHF process using GPUs (8xA100), as well as fine-tuning LLMs on different datasets and inference process using Intel CPUs. On top of that, the course dug into benchmarking, explored efficient deployment techniques, and tapped into cloud services for no-code fine-tuning options. (The course was a partnership with Lambda Labs, Cohere, and Weights and Biases - in addition to previously mentioned companies)2. "LangChain & Vector Databases in Production," Collaborate with a team of 4 to write the lessons, implement the codes and review the content. This course delves into creating RAG (Retrieval Augmented Generation) powered applications, utilizing LangChain and Deeplake as the vector database.

Socialization is an early-stage startup focusing on helping businesses to manage their social media effortlessly. It is a service that enables managers to get on top of their social media by accessing all the information in one place! So it would be easy to share, interact and look at analytics.The first steps of the idea were formed on May 16, 2022 during the RBC EPIC Founders program at the University of Windsor's EPICenter where it won second place at the pitch competition.

Working on applying AI to real-world problems and collaborating across different industries to find/implement solutions that improve workflows.

Experimenting with the use of Deep Learning architectures for Abstractive (and briefly Extractive) Automatic Text Summarization with several libraries. I Implemented various encoder-decoder (seq2seq) networks with different combinations of building blocks (like CNN, GRU, LSTM, ...) with a concentration on Transformer architecture and its pre-trained models.

I've held a total of 15 graduate assistant and tutoring positions. Here is the list of courses I was a part of as the Lab Instructor:- System Programming × 4- Advanced Systems Programming × 2- Introduction to Algorithms and Programming I × 2- Computer Architecture I: Digital Systems × 2Courses without lab sessions:Artificial Intelligence Concepts, Advanced Software Engineering Topics, Advanced Software Engineering Topics, Internship/Project I and II

I facilitated two 4:30 hours of technical hands-on workshops about NLP+Vision for graduate students.

It is an online store that sells geeky designs for gamers, movie enthusiasts, and programmers, to name a few. The products consist of Shirts, Hoodies, Mugs, Buttons, Mousepads, and Stickers. The customer also has the option to upload their designs to be printed.

• Develop applications to make paperless workflow and automated tasks in the company. Create APIs and Linux server configurations and design and manage relational databases.• Implemented an application with Python and PHP to set dynamic jobs monitoring 400,000 ISP users and notify them (via either SMS or email) of changes, required actions, or promotions. Make it easy to target a specific group.

• Worked on the Biagram (SaaS) project, a business intelligence (BI) dashboard developed with Python. The project could analyze datasets, make different kinds of charts, and make predictions about future data trends.• Backend developer, working on numerous projects. I coded the company's CMS from scratch using PHP and Yii framework, which were able to create e-commerce and catalogue websites quickly.• Highly customizing WordPress library based on the customers' needs.

An online store (for a publication) that sold materials to help students to pass their university entrance exam.I coded the Backend (CMS) of the project from scratch using PHP and converted the PSD designs to code.