Data Science as a Service

Lightpoint Global offers a range of data science services, including the development of custom software solutions and strategic consulting, as well as Data Science as a Service (DSaaS).

We are focused on helping businesses make the most of their data by providing a range of services that span the data science spectrum, from data preparation and analytics to machine learning and natural language processing.

We work closely with clients to create tailored data science solutions that meet their specific business needs and streamline their processes, reduce fraud risk, and enhance personalization capabilities on a large scale.

Transforming Data Science into Actionable Insights

Data Science plays a critical role in helping businesses and organizations gain a deeper understanding of their operations, customers, and markets, and make data-driven decisions that can lead to improved outcomes and increased competitiveness. We at Lightpoint provide data science services to companies that want to leverage the power of their data but lack the resources or expertise to do so on their own.

Data Science Consulting

Our data science consulting services typically include data analysis, modeling, and interpretation, as well as recommendations for how to act on the insights obtained from the data.

Custom Data Science Development

We create tailored data science solutions to meet the unique needs of businesses and organizations. Our data science services typically involve developing custom algorithms, models, and software applications.

Talk to us today about your data science needs. We’ll work with your team to build a bespoke solution for your business.

Data Science Services We Provide

From concept to a full functioning solution, our software development team knows how to build the data science solutions from scratch. We provide the full lifecycle of services, including data collection, preparation, analysis, modeling, and interpretation. It requires a combination of domain-specific knowledge, mathematical and statistical expertise, and programming skills to effectively work with data and derive meaningful insights.We work closely with our clients to understand their business needs and goals and to develop customized solutions that address their specific requirements.

Fraud and risk detection

User profiling, behavioral analysis and statistical comparisons let us use data science to identify and control risk factors and detect and prevent fraud.

Document management

Image recognition and language processing can search, identify, and categorize unstructured document caches, matching them by subject, type and more.

Gamification

Improve staff performance, lead nurturing and customer retention by using the existing gamification data to experientially reward desirable behaviors and build habits around processes rather than outcomes.

Inventory management

Tracking physical inventory and service provision against capacity using multiple data sources, including IoT, to establish real-time accurate stock and identify supply and sales patterns.

Sales forecasting

Sales data can be analysed to reveal likely future outcomes, allowing for seasonal changes and unpredictable events, permitting better sales process design and more predictable revenue.

Messaging personalization

Personalize sales messaging at scale with data science analysis of prospect data and previous messaging performance. Dynamically construct and serve marketing messaging to leads.

Predictive marketing

Leveraging Machine Learning and Business Intelligence toolkits to generate predictive analytics from competitor, user and prospect data.

Customer service

Get more effective, helpful customer service efficiently and at scale, offer cross-selling and up-selling opportunities and improve handling of inbound leads.

NLP

Enhance customer support through chatbots, sentiment analysis for market research, automated content generation, personalized recommendations, and efficient data extraction from documents, improving decision-making and communication efficiency.

Computer Vision

Enable image and video analysis for tasks like object recognition, quality control, facial recognition, inventory management, and augmented reality applications, enhancing automation security, and customer experiences.

Customer Analytics

Utilize data to understand customer behavior, preferences, and trends. Facilitate personalized marketing, churn prediction, segmentation, and product/service improvements, leading to better conversion and profitability.

Data science technologies we work with

Programming Languages

Golang, Python, SQL, T-SQL

Technologies / Frameworks / Libraries

Django, Numpy, Pandas, Docker, Airflow, Jenkins, Grafana, Prometheus

ETL Tools

Microsoft SQL Server Integration Services (SSIS)

Data Integration Platforms

Apache Kafka, Apache Airflow

Data Storage and Databases

Microsoft SQL Server, Oracle, PostgreSQL, MySQL, SQLite, Redis, MongoDB, DynamoDB, AWS S3, ClickHouse, Amazon Redshift, Google BigQuery, Snowflake

Data Science

TensorFlow, Keras, Scikit-Learn, Pandas, Numpy, Dask, Matplotlib

Predictive analytics

XGBoost, CatBoost, LightGBM

NLP

NLTK, Spacy, DeepPavlov, fastText, Pymorphy2, HuggingFace

Testing

ETL Testing, Data Quality, Test Automation

BI tools

Power BI, Tableau

Others:

OS: Windows, Linux, MacOS
Methodologies: Agile, Scrum

Lightpoint builds powerful tools based on data science as a component in your business processes. We’ll work with you to ideate and architect the right solution. Get in touch to get started.

How We Work

As a full cycle software development company, we synchronize our development approach with our clients’ business goals and project nuances to deliver the right solution in the right time. Explore our engagement models, and choose which one works best.

Our work

We’re proud of our work. You’re welcome to view our entire portfolio, but here are some highlights:

Development of a Data consolidation and analytics platform for a US analytical agency

Development of an ETL-pipeline and integration with BI tools for a US-based digital publishing company

Self-Service Portal for Publishers

Loan Management System Based on Salesforce

Fintech

We provide data science as a service (DSaaS) for fintech companies to help them identify and prevent fraudulent activities by analyzing transactional data and detecting unusual patterns or behaviors. We also help assess and mitigate risks associated with lending, investment, and other financial activities. We develop accurate and reliable credit scoring models, which can help make informed lending decisions.

Healthcare

While utilizing our data science services, healthcare providers can predict and identify health risks and potential illnesses by analyzing patient data and identifying patterns and trends. We help in developing personalized treatment plans and tailor medication dosages based on individual patient needs.

E-Publishing

Our Data Science services can offer several benefits to the publishing industry, including: content personalization, curation, optimization, subscription and revenue management, fraud detection and prevention and many more.

Martech

We help Martech companies predict customer behavior, identify different customer segments and develop targeted marketing campaigns, create accurate and reliable lead scoring models, enabling them to optimize marketing strategies and improve ROI.

The Lightpoint difference

Lightpoint has a team of experienced data scientists who have expertise in a wide range of areas, including machine learning, data mining, predictive modeling, and natural language processing. While developing customized data science solutions, we also provide strategic consulting services, helping businesses identify new opportunities and optimize their data-driven strategies.

Beyond the technical

We don’t just build great tools. We build business processes. Our team builds innovative technical solutions, but the focus is on joining the dots between your business goals and your tech.