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Data Science & Advanced Analytics

Data Science Services

We help our clients to extract insights from the data and solve business problems using Machine Learning. We help companies of all sizes to drive value from Machine Learning. 64 Squares’ data science services are designed to acclimate various stages of Machine Learning adoption in the company.

Our standard engagement types in the Data Science domain include:

Machine Learning & Artificial intelligence

ML Roadmap Design

We assist you on the road to embrace ML and AI in your business processes. We do collaborative teamwork to identify key improvement areas that can benefit from the use of advanced analytics within your company. We define the infrastructure and competencies needed to achieve the goal and create a game plan. The created roadmap incorporates industry best practices and inputs from your business. In our approach we are always tool-agnostic and first try to maximize the usage of existing IT infrastructure and analytical platforms. If your existing approach to analytics no longer gives competitive advantage we often suggest exploring one of the available ML-as-a-service cloud solutions.

ML audit and consulting services

ML Audit and Consulting

Our broad industry experience in delivering analytics to Fortune 500 companies gives us the confidence to evaluate and assess your current analytical ecosystem and processes. If your company struggles with adopting ML or business benefits from AI are not to par, we are here to help. By evaluating every step of the ML lifecycle in your organization, we will be able to pinpoint the challenges and prepare a resolution plan. We summarize our findings in a formal report, outlining recommendations for the organization and the following steps to be taken. Our findings often include cost-cutting guidelines and strategies for improving time to market team. We also define processes limiting the rework needed in the ongoing support of Machine Learning products.

Artificial Intelligence solutions

Design and implementation of AI solutions

The core of our engineering services is delivering end-to-end AI tools that solve business-critical problems. We can help your organization to achieve a competitive advantage in the following areas:

Making predictions more accurate with AI
Automating repetitive tasks
Allocating marketing budgets more effectively
Ensuring business continuity with AI-powered tools
Understand patterns in your business data
Secure your corporate data and IP from exfiltration
And many more that we will be happy to discuss and explore

Cybersecurity and Fraud Protection

Cybersecurity and Fraud Protection

Systems monitoring billions of packets daily for early network attack detection and mitigation

Analysis and prediction of event sequences leading to customer churn
Natural Language Processing for fraud risk assessment
Machine Logs processing for data leakage monitoring and suspicious traffic patterns detection
Social Network Analysis for fraud rings identification and other organized fraud scenarios monitoring

Our experience in Data Science & Advanced Analytics

Marketing Analysis and CRM

  • Processing behavioral data of hundreds of millions of customers
  • Analysis and optimization of budgets in programmatic Advertising
  • Sales trends analysis and prediction
  • Data enrichment and 3rd party data correlation
  • Collection and real-time analysis of events collected from distributed loyalty applications
  • Automation and optimization of Machine Learning models
  • Creation of statistical models predicting customers’ behaviors based on past event sequences
  • Optimization of TV ads channel and time placement decisions

Cybersecurity and Fraud Protection

  • Systems monitoring billions of packets daily for early network attack detection and mitigation
  • Analysis and prediction of event sequences leading to customer churn
  • Natural Language Processing for fraud risk assessment
  • Machine Logs processing for data leakage monitoring and suspicious traffic patterns detection
  • Social Network Analysis for fraud rings identification and other organized fraud scenarios monitoring

IoT

  • Integration and transformation of Machine logs
  • Collection and analytics of real-time IoT data feeds
  • Building event-based campaigns and pipelines (anomaly detection, sensor data processing)

Video Processing

  • Image segmentation and classification for business process automation
  • Automatic pattern detection and visual search
  • Automated anomaly detection in visual inputs
  • Visual search and recommendation Engine development based on convolutional networks

 

Supply Chain management

  • Processing and transformation of multi-structured data
  • AI-based cost monitoring solutions

 

Benefits of Data Science & Advanced Analytics services

  • Making better decisions based on the powerful knowledge you gain from the data
  • Improving product quality and user experience by analyzing gathered data
  • Identifying new business opportunities by predicting behaviors based on historical data
  • Reducing costs and increasing profits by simplifying your data architecture
  • Reducing project duration by speeding up the processes of accessing insights

 

Data Science & Advanced Analytics services

OUR TECHNOLOGY TOOL STACK

Cloud Toolset

Analytical Databases

Big Query, Redshift, Synapse

ML SaaS offerings:

GCP AI platform, Amazon SageMaker, Azure ML
MLOPS ToolsKubeflow, MLflow

Visualization Tools

Power BI

Tableau

Data Studio

D3.js

Programming Skills

Python: numpy, pandas, matplotlib, scikit-learn, scipy, spark, pyspark & more.

Scala, Java

SQL, T-SQL, H-SQL, PL/SQL

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