Full Stack Front End React
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Job Description
- Being passionate to work as part of a next generation product, ready to be agile and have innovation mindset
- Implement adopted design/development methodologies, patterns, and toolsets.
- Understanding business objectives and designing models that help to achieve them, along with metrics to track their progress
- Managing available resources such as hardware, data, and personnel so that deadlines are met
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Verifying data quality, and/or ensuring it via data cleaning.
- Design and develop machine learning algorithms.
- Discover, design, and develop analytical methods to support novel approaches of data and information processing.
- Design and develop novel algorithms.
- Perform explanatory data analyses.
- Prepare and analyse historical data and identify patterns.
- Provide technical support for program management and business development activities including proposal writing and customer development
- Supervising the data acquisition process if more data is needed
- Finding available datasets online that could be used for training
- Training models and tuning their hyperparameters
- Analysing the errors of the model and designing strategies to overcome them
- Deploying models to production