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DEVELOPER PORTFOLIO
Hello World!
I am a data scientist with an engineering background, experienced in developing data-driven solutions. My specialization lies in machine learning, and I possess the capability to leverage cutting-edge technology to craft innovative solutions. With a diverse professional background, I have applied my skills in various fields including farming, retail, academia, and manufacturing.
Here is what I do
Data Management and Analytics
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Building and maintaining pipelines using ELT tools to integrate data from sources within databases, warehouses, and cloud storage solutions.
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Using cleaning, transformation, and validation techniques to prepare data for consumption.
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Performing analysis to uncover trends & patterns, and translate them into actionable insights through compelling visualizations and dashboards.
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Designing and implemting automated workflows to ensre accuracy and efficiency.
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Training supervised and unsupervised models to predict target feature, classify examples, perform time-series analysis.
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Developing NLP models to analyse text, extract named entities, sentence segmentation, passage retrieval
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Working with computer vision models to visual datasets. Object detection, image analysis, OCR.
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Deploying and maintaining models in production
Data Science and Machine Learning Engineering
Reinforcement Learning and Generative A.I
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Designing agents to learn a specific task through trial and error using reinforcement learning. Defining state spaces, optimizing reward functions and selecting appropriate algorithms for training in complex environments.
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Leveraging generative A.I to train custom models that can learn and generate new realistic content like text, images and music
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Continously improving and refining systems to learn, adapt and produce high quality results.