Mohamad Hawchar Email and Phone Number
As an AI Research Assistant at UQAM, I acquired a Master's degree in Artificial Intelligence, focusing on self-supervised learning for biomedical image processing. With a strong background in computer science, I have developed a novel framework using Vision Transformers to segment white matter regions in brain images, achieving significant performance improvement over traditional unsupervised methods and surpassing even supervised methods. Alongside my research, I have also generated a large dataset of stained brain section images, contributing to the advancement of the field. Additionally, I have leveraged my web development skills as a Freelance Web Developer, creating visually appealing and functional websites for local businesses using ReactJS, and Tailwind. I have collaborated closely with clients throughout the project lifecycle, ensuring a seamless user experience and optimized performance. I have also demonstrated strong problem-solving skills by setting up email systems and DNS configurations, ensuring secure and reliable communication channels and website functionality. With expertise in machine learning, computer vision, and web development, I am a versatile and dedicated professional, passionate about driving technological innovations and solving complex problems.
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Research AssistantLinum - Laboratoire D'Imagerie Numérique, Neurophotonique Et MicroscopieOttawa, On, Ca -
Research AssistantLinum - Laboratoire D'Imagerie Numérique, Neurophotonique Et Microscopie Sep 2023 - PresentMontreal, Quebec, Canada• Web Application Development: Developed a 3D data visualization web application using JavaScript, Vue.js, Python, and Flask, enhancing frontend functionality and backend efficiency for robust database management.• Data Server Implementation: Built a secure, high-performance large data file server, ensuring fast and safe access to extensive datasets.• Deep Learning Models: Created a deep learning model for image super-resolution, reducing medical image acquisition time and memory usage.• Innovative Segmentation Approach: Developed a self-supervised method using Vision Transformers for brain image segmentation, outperforming existing methods by up to 30%.• Publications: Contributed to conferences in biomedical image processing, including a personal publication at the MLMI 2023 workshop. -
Ai Research StudentUqam | Université Du Québec À Montréal May 2022 - Sep 2023Montreal, Quebec, CanadaResearch Topic: Self-supervised learning for the unsupervised segmentation of white matter in OCM data.- Conducted in-depth research and experimentation to devise a novel self-supervised learning framework using Vision Transformers for the unsupervised segmentation of white matter in OCM data.- Demonstrated exceptional performance improvement over traditional unsupervised methods, achieving a significant 30% increase in performance.- By pushing the boundaries further, our fine-tuned model surpassed even supervised methods, delivering a notable 7% improvement.- Collaborated effectively with colleagues, engaging in regular discussions and knowledge sharing to enhance research outcomes.- Generated a new dataset of over one million stained brain section images using the Allen Institute API for synthetic data generation and medical backbone training. -
Freelance Web DeveloperFreelance Aug 2022 - Jan 2023Montreal, Quebec, Canada- Developed visually appealing and functional websites using ReactJS, Tailwind, and WordPress, ensuring a seamless user experience and optimized performance.- Collaborated closely with clients throughout the project lifecycle, actively engaging in discussions to gather requirements, provide regular updates, and seek feedback for iterative improvements.- Demonstrated strong problem-solving skills by setting up email systems and DNS configurations, ensuring seamless communication channels and secure website functionality for clients.- Maintained a client-centric approach, consistently delivering projects within agreed timelines and exceeding expectations.
Mohamad Hawchar Education Details
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Artificial Intelligence -
Bachelor'S In Computer Science
Frequently Asked Questions about Mohamad Hawchar
What company does Mohamad Hawchar work for?
Mohamad Hawchar works for Linum - Laboratoire D'imagerie Numérique, Neurophotonique Et Microscopie
What is Mohamad Hawchar's role at the current company?
Mohamad Hawchar's current role is Research Assistant.
What schools did Mohamad Hawchar attend?
Mohamad Hawchar attended Université Du Québec À Montréal, Lebanese University - Faculty Of Sciences.
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