∷consulting

If you are looking for consulting, research, or development services, get in touch immediately by writing to hello@datakolektiv.com about your needs. Ali inquiries will be processed and answered in no more than 24h. Thank you.

Approach

There are two contexts in which we act as consultants:

(a) when a client is in a need of an in-depth analysis of a business problem and demands a set of insights, questions answered, and typically a report or a presentation delivered;

(b) when a client needs to automate a data acquisition, pre-processing, ML and inference pipeline, and deliver an anaytics application or an automated, regularly updated report.

In the former context we act as researchers and business analysts, while in the later we act as full-stack software engineers.

Domains

We are specialized in and have an extensive, immediate experience in the solving any of the following problems:

• Information Retrieval: NLP, recommendation engines, knowledge extraction, automatic semantic tagging, search engines, embeddings, topic models
• Market/Business Analytics: customer segmentation, survey data analysis, churn prediction, choice analysis/Generalized Linear Models, behavioral choice under risk and uncertainty
• Predictive Analytics (in general): GLMs, Decision Tree Models, Random Forests, Gradient Boosted Regression and Classification Trees - in various applications
• Social Media Analytics: scoring, user segmentation, network analysis

We never go for off-the-shelf solutions immediately. Every new business problem is assessed as a unique case and the choice of the appropriate tech stack is suggested along the lines of that initial analysis.

Roadmap

• In a typical context, we would first ask to perform a pilot study and develop a prototype of the solution; pricing in this phase is flexible and depends upon the particulary details of the business problem under consideration.
• This can be done with a limited amount of data and always includes an introductory workshop with the client.
• If the the pilot study shows that a feasible, approximate solution to the problem is possible, and if the following discussion with the client reaches an agreement that the prospects for a full-scale solution are good,
• only then we will propose a strategy roadmap to the client including the description of all development phases, the planned tech stack, the timeline, and the specific related costs.

Track Record

• We have provided full-stack Data Engineering and Data Science services for Wikidata, where our work encompassed the development of a whole new analytics stack across one the largest Big Data infrastructures avilable at all.

• We have trained dozens of experts in Data Analytics, Data Science, and Machine Learning, in the local and Western European market.

• We have provided consulting services in business processes optimization the one of the top five (in terms of total assets) ranked banking institutions in Switzerland.

Get in touch with us to describe your needs and learn what we can do for you.

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Contact: hello@datakolektiv.com

Impressum
Goran Milovanovic PR Data Kolektiv, Breza 4/7, ČUKARICA-BEOGRAD, 11000 Beograd, Republika Srbija, ID(APR):64498339, TIN:109890695