We turn high data ENTROPY
into business intelligence

Our projects
Our team

ABOUT

We make brilliant ideas into successful online businesses

Who we are

We are a data science and machine learning consulting shop established in 2018. Our team consist of young and highly educated engineers with proven experience in the field. Our main skillsets are in the fields of natural language processing (NLP), data engineering, graph analytics, big data processing, time series analysis, and machine learning in general.

What we do

Our expertise allows us to cover all fields in the data pipeline, from handling ingestion to making predictive models using a wide rage of algorithms. Using the latest state-of-the-art technologies, we are able to solve for a variety of client challenges, as well as offer our assistance with enhancing their products.

Our mission

Entropy’s mission is to help our Clients improve their competitiveness and help them improve processes using advanced technologies. We strive to reach these goals by applying innovative and proprietary development technologies and by providing exceptional services, accountability as well as professional expertise.

Creative solutions

Our skills allow us to extract knowledge from different formats, sizes, and structures of datasets whatever the constraints imposed on the initial problem are. With this, we are able to make suggestions for current actions as well as future decision-making processes for companies spanning multiple industries.

Meet Botko

Botko is the first and unique chatbot solution based on an advanced AI technology in the Bosnian and Herzegovina as well as in the regional market. With a modern and advanced approach to your biggest challenges, Botko is ready to assist your business in providing efficient customer support and in optimizing everyday operational processes. Designed to easily adapt to different technologies and primary company needs, Botko plays the role of your virtual assistant, increasing savings and efficiency in various segments of your business.

Find out more

SERVICES

Seeking advice or assistance with your data science or machine learning project? We’re here to help you!

Natural Language Processing and LLMs

Natural Language Processing (NLP) is an area of AI used to make human language intelligible to computers, and create systems capable of understanding, analyzing, and deriving meaning from text and speech.

Machine Learning

Machine Learning (ML) is a branch of AI used to extract patterns from data that would be unnoticeable to humans, and accomplishing so with algorithms that predict the future behavior of a wide variety of systems.

Data Analysis

Data Analysis is the processing and preparing raw data and extracting relevant information that helps businesses make informed decisions by providing useful insights and statistics, often presented in charts, tables, and graphs.

Data Engineering

Data Engineers build centralized systems which support the three previous areas by collecting and storing the needed data, which often comes in different shapes and sizes, and from various sources.

WORKFLOW

Take a look at how we do it!
6 must-have steps in every project for optimal quality.
In order to go through this process iteratively, we’ve identified five must-have roles in every project for optimal quality. This approach helps us save time and money.
  • 0

    Acquiring data

    Gathering vast and high quality data in accordance with the needs of the project.

  • 1

    Research

    Analyzing the data set, the problem and different approaches to resolve it.

  • 2

    Cleaning

    Data preprocessing, i.e. Formatting the data, removing duplicates, filling in missing values, normalizing value ranges.

  • 3

    Training

    Determining the model, and its output variables, adjusting the parameters, all in order to teach the system to reach the desired outcome.

  • 4

    Testing

    Evaluating model performance by comparing the results to the correct solution in order to assess tradeoffs (precision – recall, bias – variance).

  • 5

    Processing and Monitoring

    Observing the behavior of a finished and deployed product.

We assist businesses from a variety of industries with immediate actions and future decision–making strategies.

PROJECTS

Major projects we have successfully completed

View all projects

Influence Maximization on Large Social Graphs

Our Client, one of the biggest fashion and modeling agencies in the world, contracted us to develop a system that can identify the most influential individuals, among a pool of candidates such that – given a product or brand to promote – the marketing campaign reaches the highest number of potentially interested consumers, within the preset budgeting constraints and influencer characteristics. The problem is known as Influence Maximization (IM).

Automated AI-based Stock Trading

We developed a fully automated AI-based trading platform for a NY-based hedge fund with M$ in AUM. Out team curated all aspects of the project: data ingestion – batch and real time – using multiple heterogenous sources, development of alpha generating algorithms using advanced AI and Machine Learning, and finally trading execution in real time using Bloomberg ESMX through a primary and secondary broker. Collaborated with the quant team in NYC and data science team in California.

Knowledge Extraction, Representation and Exploitation

Our Client, an innovative AI-powered Silicon Valley startup, partnered with us for the development of their Machine Learning platform for knowledge extraction, representation and exploitation. Our algorithms have been integrated into dfferent verticals served by the Client and ultimately adopted by Stanford University, Moody’s, CITI, etc.

Human Posture Extraction and Analysis

Contacted by an LA-based VC, we developed a computer vision and AI driven platform for human posture extraction in real-time enabling powerful applications across the Social, Health and Fitness, and Sports verticals. The solution we developed extracts relevant keypoints (position and orientation of joints) for multiple humans being tracked, and compare them to a database of known motor acts assigning a score to each comparison – all this in real-time. 

Interested in joining our Entropy

Working at Entropy offers more than just professional growth. It provides an opportunity to become part of a dynamic and supportive community that will push you to excel and develop your skills. Explore our current job openings and we look forward to connecting with you soon!
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Entropy387

Antuna Branka Šimića 2b,
71000 Sarajevo
[email protected]

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