Data Analytics

Machine Learning Consulting Services

Machine Learning

Our machine learning software development services involve creating self learning algorithms that can minimize errors and maximize accuracy with time. Systems powered by ML analyze data and learn new things from them which results in fast and reliable insights delivered without any human intervention.

Data Mining

Dirty data, unstructured data, data that is hard to access – converting large amounts of these "trouble" data into meaningful information is a challenge we can help you solve. We collect raw data, examine and segment them, and deliver it to you in a suitable format so you can collate this information and generate insights.

Data Science

We provide data science services to help our partners find patterns in data and extract relevant insights by using statistical methods. The types of tasks our big data specialists solve in data science include data collection, data processing, building predictive models using machine learning algorithms, and deployment.

Tensorflow video object recognition

The aim of this project was to prove that with live low quality video was possible to identify players of a particular team (or even diffrent teams). For this task the Tensorflow Image Recognition API were used, a custom training dataset were created and the process were runned in a GPU machine. The next step ot this project is to get live video from a static camera and draw a player position heatmap.

Electricity Fraud detection - LTSM Algorithm approach

A sophisticated approach to identify fraud electricity consumption from customers were developed. The consumption data from customers was used to train the LSTM algorithm. But this input data was sliced by season, by day, by month and even by hour in order identify several electricity use patterns. For this task different data sources were integrated with python data processing code, Tensorflow data analytics framework and Dash framework for dynamic visual representation. The final result is an accurate and self explanatory graphical fraud detector tool with dynamic graphs.

Machine Learning Consulting Services

Machine Learning

Data Mining

Data Science

Projects

Tensorflow video object recognition

Electricity Fraud detection - LTSM Algorithm approach

Python Dashboard data analytics

Integration between postgreSQL, Python and Grafana for Data Analytics

All Blogs

Machine Learning and Visual Data Representation

Ethical dimension of Machine Learning