Systems Integration Advisor

About the job

Position General Duties and Tasks: • Participate in research, design, implementation, and optimization of Machine learning Models • Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products • Understanding of Revenue Cycle Management processes like Claims filing and adjudication • Hands-on experience in Python • Build data ingest and data transformation platform • Identify transfer learning opportunities and new training datasets • Build AI models from scratch and help product managers and stakeholders understand results • Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability • 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 • Supervising the data acquisition process if more data is needed • Defining validation strategies • Defining the pre-processing or feature engineering to be done on a given dataset • Training models and tuning their hyperparameters • Analysing the errors of the model and designing strategies to overcome them • Deploying models to production • Create APIs and help business customers put results of your AI models into operations