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Domain Industry Service Problem solved Technology Project lead(s)
Business intelligence Distribution Curate equivalence/substitute relationships in products Data visibility Python, Plotly, Networkx Josue Aduna, Ștefan Bîldea
Business intelligence Entertainment Dashboards, automated reports Data visibility Tableau, Power BI, Shiny R Josue Aduna
Business intelligence Finance & Banking Dashboards, automated reports Data visibility Tableau, Power BI, Shiny R Josue Aduna, Vlad Drăgan
Business intelligence Mobility Dashboards, automated reports Data visibility Tableau, Power BI, Shiny R Josue Aduna
Business intelligence Web services Dashboards, automated reports Data visibility Tableau, Power BI, Shiny R Josue Aduna
Computer Vision Healthcare Visual odometry, 3D object mapping Tracking progress in a fitness program DL, Computer Vision Bogdan Budescu
Data Science Distribution/ eCommerce Solving data exploatation problems Several Python, R Josue Aduna, Ștefan Bîldea
Decision automation Chemical industry Price optimization Find optimal price (range) Client segmentation, LASSO regression Ștefan Bîldea
Decision automation Distribution Price optimization Find optimal price (range) Client segmentation, LASSO regression Ștefan Bîldea
Decision automation Distribution Recommendation engine Extend warehouse product list LightFM Josue Aduna, Stefan Bîldea
Decision automation Finance & Banking Statistical simulation Risk assessment for dependent assets Copulas probability modelling Josue Aduna
Decision automation HR Price optimization Find optimal price (range) Client segmentation, LASSO regression Ștefan Bîldea
Decision automation Retail Recommendation engine Cross-sell/Up-sell LightFM Ștefan Bîldea
Decision automation Retail Statistical simulation Safety stock, optimal stock Monte Carlo simulations Josue Aduna, Ștefan Bîldea
Forecast Healthcare Time series forecasting Schedule optimizer for doctor's appointments in a clinic Classification models in R Josue Aduna
Forecast Accounting ML model for invoice closing probability Estimation of end of the month cashflow. Detect potentially late invoices to automatically send payment reminders. ML classifier Ștefan Bîldea
Forecast Accounting ML model to predict days late for invoice Estimation of end of the month cashflow. Detect potentially late invoices to automatically send payment reminders XGBoost Ștefan Bîldea
Forecast Digital marketing ML model for user intent estimation User intent based on webtracking Deep Learning Bogdan Budescu
Forecast Distribution Time series forecasting Safety stock, optimal stock, optimized warehouse mix STL, liniar programming Josue Aduna, Ștefan Bîldea
Forecast Finance & Banking ML model to match trade with offers Mortgage backed securities - trade reports are at TBA level for 18 months after which full disclosure ensues. During this time, to be able to use this data in pricing, one has to match the trade with the specific chain of intraday offers. Deep Learning - MLP Ștefan Bîldea
Forecast Finance & Banking Price forecasting Mortgage backed securities - bond price forecasting Deep Learning - MLP Ștefan Bîldea
Forecast Finance & Banking Time series forecasting Cash flow, financial forecast Time series forecasting models in R Vlad Drăgan
Forecast Finance & Banking Time series forecasting Cash flow XGBoost, Deep Learning - LSTM Ștefan Bîldea
Forecast Finance & Banking Time series forecasting Mortgage backed securities - TBA price forecasting Deep Learning - LSTM Ștefan Bîldea
Forecast Finance & Banking Time series forecasting Profit maximization in e-trading Deep Learning Bogdan Budescu
Forecast HR ML model for Churn/Attrition Find profile and context for churn/attrition events Ștefan Bîldea, Lucian Sasu
Forecast Manufacturing ML model to predict faulty products Reduce number of calibration rounds in manufacturing Ștefan Bîldea
Forecast Retail Time series forecasting Forecast demand SARIMA, STL Josue Aduna, Ștefan Bîldea
Forecast Transportation Modeling remaining useful like of car subsystems Predictive/preventive maintenance AWS, Pyspark, ML modeling Ștefan Bîldea
IoT Generic Custom platforms for several categories of IoT devices HW platform, middleware Raspberry Pi, Arduino, Linux Vlad Popescu
IoT Generic Regression and classification models for industrial datasets Several Lucian Sasu
Proces automation Finance & Banking ML model to extract data from dynamic semi-structured data in emails Automatization of information extraction about mortgage backed security offers sent via email ML classifier Ștefan Bîldea
Process automation Generic Sentiment analysis engine Information extraction from user feedback/comments Gabriel Pelmuș
Risk management Finance & Banking Risk modeling Financial profiling Value at Risk models in R Josue Aduna
Software Defined Radio (SDR) Telecom, Research SDR platforms HW platform, middleware Ettus Research, NI, Linux Vlad Popescu

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