Predictive Analytics

Expertise: Predictive Analytics

Machine Learning to Improve the Accuracy of a Period Prediction App

Key Details Increased period prediction accuracy up to 15%. Challenge Improve period prediction accuracy for application users Solution Linear and tree-based models to make better predictions of the menstrual cycle Technologies and tools Machine Learning: regression and gradient boosting models Scientific (Predictive Analytics Python stack): Python, NumPy, scikit-learn, LightGBM, XGBoost; Web-application: hug (web-framework), Gunicorn (web-server) … Read more

ML and NLP Models For Marketing & Advertising

Key Details Enhanced consumer behavior prediction up to 89%. Challenge Analyze data and discover marketing insights faster Solution Machine learning models for marketing & advertising Technologies and tools Artificial Intelligence, Machine Learning, Natural Language Processing Client The client is a global beauty company with a focus on natural artisanal products. They are popular among clients … Read more

Building Predictive Analytics Module for E-Commerce Platform

Key Details Automated processes and improved customer experience. Challenge Train recommendation algorithm based on sparse data Solution Predictive analytics module for e-commerce platform Technologies and tools Python, Scikit-learn, Implicit, Docker Client The Client is an e-commerce provider who cooperates with more than 50 brands. The Client was interested in a solution for generating single-brand recommendations. … Read more

Improving Health & Fitness Apps with the Implementation of Predictive Analytics

Key Details Improved data processing and storage operations. Challenge Enhance the existing fitness app with artificial intelligence Solution Machine learning for building predictive analytics module and enable exploratory data analysis Technologies and tools PostgreSQL, Spark, Python, Apache Superset Client The Client is a provider of user-friendly and personalized applications in the health and well-being area. … Read more

AI Gender Analysis & Identification Toolkit

Key Details AI gender detection solution to help close the gender gap in mobile phone access and use. Challenge Gender analysis & identification toolkit development Solution Dockerized app for subscriber gender analysis & identification Technologies and tools Docker, Node.js, React, Python, Celery, Redis, Flask, PySpark, Pandas, Scikit-learn, LightGBM, XGBoost, HyperOpt, SHAP Client The Client is … Read more

Freight Rate Prediction Software for Logistics and Supply Chain Firm

Key Details Freight rate prediction accuracy improved twice. Challenge Make accurate freight rate prediction Solution Machine learning for freight rate prediction Technologies and tools Python, Flask for API, catboost for modelling, Docker for deployment Client The client is a world-known transport and logistics company. AsstrA provides transportation and logistics services meeting the unique needs of … Read more

Full-Cycle Web Application Development for a Retail Company

Key Details Retail shrink decreased by 35%. Challenge Website development and effective inventory management Solution Online retail website development with predictive analytics module integration Technologies and tools JavaScript, .NET, Predictive Analytics Client The client is a medium-sized retail company in Europe. With strict lockdowns becoming the new normal and the cutthroat competition between retailers, they … Read more

Influencer Marketing Software from Scratch

Key Details Custom influencer marketing analytics platform with 91% accuracy of influencer behavior prediction. Challenge Develop a custom analytics-based influencer marketing platform Solution PA and NLP models for influencer analytics Technologies and tools Machine Learning, Predictive Analytics, NLP; backend development – .NET frontend development – Angular Client The client is a digital marketing agency based … Read more