Data science offerings
We build custom models and systems tailored to our clients’ specific needs – no black boxes or one-size-fits-all approaches. Our specialties in behavioral analysis, time series modeling and mathematical optimization can be combined to give you a unified approach to optimize your strategy. Read more here. We construct data pipelines from various data sources, data warehouses and even third parties, which are fed through a series of uniquely tailored models and finally, visualized. The result is a holistic system for delivering actionable insights and strategic recommendations while automating tedious data wrangling and model tuning.
Our Expertise
With 20 years in the information technology domain, Softcrylic has consistently built and developed a strong talent foundation that specializes in supporting client needs with data. From architecting data foundations, we help businesses capture structured and unstructured data, prepare data for modeling, and build algorithms, while deploying these solutions in real-time business environments.
Data Strategy
Establish data-driven culture with our holistic data strategy that delivers most valuable business impact. Our Data Scientists will work with you to improve your current data initiatives, as well as identify new use cases and recommendations.
Data Science and AI Consulting
Our machine learning algorithms, data mining techniques for your business cases, will help in building scalable architectures, build machine learning pipelines in software and web applications.
Scientific Software Development
Softcrylic can work with your teams to design innovative, interactive and intelligent products that solve real business needs. We follow agile methodologies to accelerate speed to market.
Business Use Cases For Data Science
Optimization is not discussed as much as more recent, “exciting,” tools, but should not be overlooked. Do you want to improve ROI? Of course! Given the right data and modeling techniques, optimizers can provide recommendations for resource allocation, such as how to distribute your materials, your budget, and even your work effort more efficiently.
Forecasting, while not new in business, has evolved significantly with companies like Google and Facebook bringing their considerable resources to bear on developing new, more powerful, statistical methods.
Audience analysis uncovers patterns among your customers that cannot be found otherwise. We use unsupervised learning to help you identify and define groups within your audience that have unique characteristics, and supervised learning to predict how an individual will respond to a stimulus. Read our latest blog post on “Behavioral Space Modeling”.
Natural language processing (NLP) is becoming extremely popular. Monitor social media and analyze references to your business. Find topics associated with products or services by mining news articles.
Optimization is not discussed as much as more recent, “exciting,” tools, but should not be overlooked. Do you want to improve ROI? Of course! Given the right data and modeling techniques, optimizers can provide recommendations for resource allocation – distributing your budget, material and even work effort more efficiently
Our Team
Softcrylic’s Data Science team has the right mix of resources with diverse skill sets to work on your niche data science use cases.
- Data Scientists
- Machine Learning Engineers
- Big Data Architect
- Big Data Engineers
Methods and Algorithms
Our team of experts specializes in statistical methods, NLP, machine learning, and time-series analysis.
Statistical methods
- Descriptive statistics
- Inferential statistics
- Bayesian inference
Natural Language Processing
- Document Extraction
- Text Summarization
- Topic Modeling
- Chatbots & Recommendation Engines
Machine learning methods
- Supervised learning algorithms
- Unsupervised learning algorithms
Neural Networks & Deep Learning Methods
- Document Extraction
- Text Summarization
- Topic Modeling
- Chatbots & Recommendation Engines
Time-Series Analysis
- Advanced Forecasting
- Financial Prediction
- Sales Forecasting
Our Data Science Technology Stack
Discuss your
Data Science Use Case
Find out how we can help you best apply data science and machine learning for growth.
