Öngörücü Analitik Jobs

I need an AI Expert to help me in my Project, within a month. I have carried out the Analysis part of the Project. The AI person needs to recommend a relevant Model and help with 'how to do' part. This is based on a medical istrument performance analysis.

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together. The People Analytics team at Optum provides insights and perspective on our employees and workforce trends that allow us to fulfill our mission to help people live healthier lives and to help make the health system...

I need four high-fidelity architecture slides that bring a Healthcare Disease Prediction Platform to life for an investor deck. Each slide should translate the platform’s concepts into clear, modern visuals that strike the right balance between technical depth and boardroom polish. Scope of work • Map end-to-end data sources integration so it is obvious where clinical, claims, wearable, and third-party datasets enter the pipeline. • Expose the predictive model details at a glance—training flow, feature store, model registry, real-time scoring—while keeping it simple enough for non-technical VCs to follow. • Illustrate the user interface design layer, showing how insights surface to clinicians, administrators, and patients without clutter. Key expect...

I’m sitting on a sizeable pool of customer data and need clear, actionable insight into why clients stay—or slip away—so I can sharpen our overall experience. The single metric I care about right now is retention rate; every query, chart, and model should trace back to that outcome. Here’s how I picture the engagement: • Clean and consolidate the raw customer datasets I’ll supply (CSV and database exports). • Run the exploratory analysis and segmentation needed to surface churn-related patterns. • Build predictive or descriptive models—whichever proves most reliable—to highlight the moments of greatest attrition risk. • Present findings in a concise slide deck plus an interactive dashboard (Python, SQL, Tableau or Power ...

I want to build a custom large-language model that goes beyond text-only chat. The goal is a predictive engine that can read free-form text, combine it with numerical features, and return forward-looking insights. In practice that means designing an architecture able to embed and fuse both modalities, training it on my mixed dataset, and validating that the model can reliably forecast the target variables we care about. You will take me from data preprocessing through to an inference-ready checkpoint. I expect clean Python code (PyTorch or TensorFlow), sensible use of the Transformers or similar libraries, and a clear explanation of why each modelling choice was made. Please include evaluation notebooks that show the lift over conventional baselines and provide an API-style script so I ca...

I am looking for a programmer or a development team with proven experience in building an intelligent KPI system and a decision support platform, based on data analysis and smart interactive presentation that helps management read performance, understand trends, and make better decisions. The project includes developing a system with 30 to 40 indicators, along with smart dashboards, practical analytics, and the use of AI for forecasting, analysis, and highlighting recommendations. Application Requirements: *** The proposal must begin with the word “Reviewed”. Any proposal that does not include samples of similar previous work will not be considered. The response should begin with a sentence that reflects actual understanding of the project details. Please clarify the propose...

I need an experienced Natural Language Processing specialist to build a predictive model that learns from text data and produces accurate, repeatable forecasts. The project centers on end-to-end model creation: cleaning and preprocessing raw text, selecting the right architecture, training, and evaluating performance against clearly defined metrics. I will supply the text dataset along with the target variable I want predicted. You will decide on the most suitable NLP approach—whether that’s classical techniques with scikit-learn or a deep-learning stack such as TensorFlow or PyTorch—document your reasoning, and implement the solution in clean, well-commented Python. Deliverables: • Reproducible code (Jupyter notebook or .py files) with setup instructions • ...

I need a single Excel workbook that lets my office staff, most of whom have only basic spreadsheet skills, run every day-to-day aspect of our small manufacturing unit. We make roughly 15–20 different products and I want each batch, sale, return, purchase, expense and salary entry captured in one place, then automatically summarised for quick decision-making alongside a convert to json (for single entry or the entries that we select or per day so that we can have a file that is ready to be uploaded on tally as well) and all the sheets of the work book should be interconnected so that we dont have to enter a single entry multiple times Core flow • A simple “daily entry” interface where staff can pick the date, choose the item, state quantities produced, sold or retu...