Machine Learning Engineer(Remote)
Cognitus
November, 2023 - Present
As a Machine Learning Engineer at DevolvedAI
Machine Learning Engineer
DevolvedAI
November, 2023 - Present
Founding Employee: Played a pivotal role in establishing DevolvedAI, shaping its core AI infrastructure and processes from the ground up.
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Athena LLM Project:
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Version 1: Built the initial version of "Athena" using a custom deployment of OpenAI’s GPT-3.5 Turbo, emphasizing user-specific customization and private data usage.
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Version 2: Led the development of the second version by fine-tuning the Mixtral 8x7B LLM across multiple nodes, significantly improving model performance and scalability.
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Version 3: Pioneered a decentralized training framework for Athena by implementing federated learning across 20 machines. This innovation enabled private, personalized training without compromising data security.
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Team Leadership: Directed an 8-member ML team, fostering collaboration and ensuring high-quality project deliverables.
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MLOps Expertise: Managed machine learning operations (MLOps) on AWS, Google Cloud Platform (GCP), and Azure, ensuring smooth deployment and monitoring of models.
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Data Preparation: Designed and executed robust data processing workflows to optimize data quality for LLM training.
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Architecture Customization: Adapted and customized the Minstrel architecture, implementing specialized layer adjustments to meet unique project requirements.
Machine Learning Engineer
Namespace IT
January, 2023 - December, 2023
At Namespace IT, my role as a remote Machine Learning Engineer focused on
advancing AI education through the implementation of sophisticated computer
vision algorithms and deep learning concepts. I crafted comprehensive
technical documentation and clean code to facilitate AI learning, and designed
an engaging online course with quizzes and practical projects on AI topics such
as object detection, segmentation, and localization, hosted at
www.aionlinecourse.com, enhancing learners' practical skills and theoretical
understanding.
Jr Software Developer, Intern
Fortis Group
March. 2023 - April, 2023
Developing Employee database using MariaDB,
Developing Employee IT asset management web application
