As a budding Data Scientist, I specialize in Machine Learning and Artificial Intelligence methodologies and interested in large scale data analysis. I have a deep passion for developing software that automates everyday tasks that are normally arduous.Ongoing Projects:1. Enhancements and expansions to the Automatic1111 Stable Diffusion WebUI, encompassing investigations into LoRAs, Hypernetworks, and denoising techniques in Stable Diffusion.2. Creating Reinforced Learning models for board games to find optimal game strategies often seeing parallels between classic game theory in addition to new strategies to maximize effectiveness. 3. Creation of task automation software for routine activities such as personal banking and Excel data processing, primarily using Python due to its effectiveness in small-scale automation.4. Development of a Video and Picture Management Application designed for film rating, categorizing, and querying, enhancing the efficiency of media handling and analysis.Work Projects1. MicroDrop NextGen Application - A user interface to interact with the DropBot machine to create chemical procedures that run on microchips. MDNxGen is based on a previous application that was made using GTK2. MDNxGen uses completely different technologies with GUI being created via PySide6 and using message brokering of RabbitMQ.
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Data ScientistAi MateriaToronto, On, Ca -
Microfluidic Software Developer - Sci Bots - Wheeler LaboratoriesUniversity Of Toronto Sep 2023 - Aug 2024Toronto, Ontario, Canada- Initiated and presented a comprehensive business proposal for the modernization of the Wheeler Lab's digital microfluidic software.- Currently working on the software upgrade, transitioning from Python 2.7 to Python 3.6 as well as GTK2 to GTK3, aligning with current technological constraints.- Addressing current software malfunctions and graphical user interface issues. -
Graphic Design And Technological ConsultingCornell Dental Centre Sep 2017 - Sep 2023Markham, Ontario, Canada- Designed engaging promotional graphics utilizing Adobe Photoshop, contributing to effective visual marketing efforts.- Implemented Search Engine Optimization (SEO) strategies for the website, leveraging insights from Google Trends to guide decision-making, thereby enhancing online visibility and user engagement.- Provided expert technological support, aiding in the optimization of digital systems and processes.
Miguel Weerasinghe Education Details
Frequently Asked Questions about Miguel Weerasinghe
What company does Miguel Weerasinghe work for?
Miguel Weerasinghe works for Ai Materia
What is Miguel Weerasinghe's role at the current company?
Miguel Weerasinghe's current role is Data Scientist.
What schools did Miguel Weerasinghe attend?
Miguel Weerasinghe attended University Of Toronto, Trinity College School - Tcs.
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