Big Data Application Development Services
We offer effective solutions for data-driven decision making and increased performance. Leverage our Big Data expertise to turn raw data into structured collections, automate data ingestion, and gain real-time insights.
We offer effective solutions for data-driven decision making and increased performance. Leverage our Big Data expertise to turn raw data into structured collections, automate data ingestion, and gain real-time insights.
How Big Data Will Help You
Our big data development & analytics services allow us to surface critical technology business information from numerous data sources and harmonize it for further analysis. Techstack develops scalable software solutions tailored to your specific needs, transforming data into real-time actionable insights.
Monetize data
Personalize experiences
Improve efficiency
Evaluate opportunities
Big Data Software Development With Techstack
Big data is an invaluable asset for businesses—its complexity and sheer volume demands advanced business intelligence to process it properly. Known as the 'Four V's', Volume, Variety, Velocity, and Variability are at the core of this unique tool that can unlock insights previously unseen by traditional methods.
Data infrastructure and engineering
We craft solutions that turn raw data into structured collections while constructing reliable Big Data frameworks to make analytics more manageable and fully automate data ingestion, transformation, and training processes.
Real-time data analytics
Quickly make streaming data available for interactive analysis with powerful insights delivered in a fraction of a second and scaling to handle even the largest datasets.
Predictive analytics
Our data scientists are highly skilled in Artificial Intelligence and Machine Learning, sophisticated algorithms, and other powerful tools that empower our abilities to create intelligent, high-quality solutions for your business.
Task Automation
Our Data Science team is committed to harnessing the full potential of big data technologies. This empowers businesses to achieve a high level of automation, reducing costs, enhancing performance, and unlocking positive outcomes. It revolutionizes their data-driven decision-making processes.
Data visualization
Our interactive dashboards and reports make the results of Big Data analytics accessible to partners. Through vibrant visuals, we can give a comprehensive understanding of complex data in an intuitive format.
Analytics integration
With our data analytics services, you can leverage cutting-edge technology to detect and anticipate emerging trends. Achieve comprehensive and secure analysis of vast amounts of data through our managed multi-cloud solution.
Consulting Services
Expand your insights with our Big Data engineers. Our experienced development team in Big Data consulting will help you create a plan of action to ensure optimal use of data analysis while making sure it yields accurate forecasts and results.
Big Data Solutions Technology Stack
Computer vision
- OpenCV
- NumPy
Deep learning and machine learning
- Tensorflow 2
- Tflite
- Keras
- Scikit-Learn
Data ingestion and manipulation
- DataFlow
- DataFusion
- Dataproc
Data visualization
- Power BI
- Periscope Data
- Tableau Desktop
- Oracle Visual Analyzer
- Sisense
Data storage
- GCS
- BigQuery
- Snowflake
Development environment
- Jupyter Notebook
- VertexAI
Cloud
- AWS
- Azure
- GCP BigQuery
- Snowflake
Big Data Case Studies
Video-Based Quality Control System
Our Vision Quality Control System is specifically designed for shingle manufacturing. It incorporates advanced AI, Machine Learning, and Image Interpretation software to scan shingles during production and identify defects in real-time. The system utilizes an edge device to capture images, apply machine learning algorithms, and perform defect calculations.
Main Achievements:
Early Anomaly Detection
Our system detects defects early in the manufacturing process, minimizing waste and scrap.
Real-Time Monitoring
Our solution provides real-time monitoring and anomaly prediction, leading to significant cost savings through waste reduction.
Cloud Storage and Analysis
The seamless integration with GCP enables efficient storage and analysis of production data, facilitating data-driven decision-making and process optimization.
Improved Efficiency
The system's automation and real-time capabilities streamline production workflows, optimizing efficiency and reducing production time.
Cost Savings
Our solution reduces waste and scrap, resulting in substantial cost savings for manufacturers.
Video-based quality control scheme
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about Solution
Industry-specific Big Data Solutions
Transportation and Logistics
We are committed to providing high-quality Big Data solutions that help organizations optimize their supply chain by tracking inventory levels, predicting demand, and optimizing logistics. This can lead to cost reduction and improved delivery times, and it ensures superior service delivery.
Healthcare
Through the analysis of vast data, our software solutions facilitate optimized resource allocation, streamlined workflows, and cost-effective healthcare data management. Solutions can also help improve patient outcomes by identifying patterns and predicting potential health risks.
Digital Transformation
Custom Big Data solutions can help organizations improve their customer experience by implementing analytics systems, seamlessly analyzing customer data, and providing personalized recommendations. This can help increase customer retention and loyalty.
Fintech
Techstack can offer Big Data solutions with real-time analysis of large transactional data volumes, businesses can detect fraud, manage risk, and protect against cyberattacks. Additionally, our solutions can enable efficient management of users, tenants, and data areas, resulting in an enhanced user experience.
Manufacturing
Our Big Data solutions enable organizations to achieve efficiency, cost-effectiveness, and sustainability. By utilizing sensor data, our customized solutions can drive process adjustments for issue mitigation. Also, we can develop a single data storage solution for energy production, and prioritize data normalization for compatibility and effective analysis.
E-Commerce
Our industry-specific Big Data solutions encompass a wide range of offerings, such as the implementation of data lakes. With our expertise, organizations can effectively track customer behavior, optimize operations, make data-driven decisions, and enhance customer satisfaction in a competitive landscape.
Why Choose Techstack’s Big Data Software Development Services?
Product ownership
The core of every solution we build is product health and value. We foster a unique tech-savvy culture, employ a product-oriented approach, and maintain a strong commitment to achieving business goals through big data implementation.
Domain proficiency
We take an analytical approach to recognize patterns, trends and data behavior and learn why certain features are needed and which platforms should be supported.
Tech community
We gather multifaceted technology experts under one roof. Together, we can achieve more than the sum of our efforts—that’s why each of us works hard to add our best to the product.
Techstack was able to keep our uptime and our customers happy, and we were able to make sure that our product was always functioning and working for our customers. Actually, the longer Techstack worked with us, the better they got over time.
Clutch Review
Our Experts
CTO, Software Architect, Elaborates on the technology strategy
R&D Engineer, Software Engineering Lead,
Yevhenii will advise the best custom solution
Data Scientist,
Analyzes data for actionable insights
VP of Engineering, Leads the Tech Experts program and team
Related Services
Custom software development
We convert your ideas into software systems and processes that optimize your business performance.
UX/UI Design
Get insights that will help you build a tailored user experience to help you achieve your goals.
AI & ML
Integrate your data engineering module with AI & ML solutions, or develop one from scratch.
Development consulting
Get an exhaustive review of your product’s architecture and prospects of using Big Data.
QA as a Service
Get insights that help to improve product quality and security with Big Data.
Cloud & DevOps
Integrate data analytics to monitor the use of the cloud and make informed decisions.
Internet of Things
Integrate Big Data with an IoT ecosystem by leveraging our data engineering experience.
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FAQ
What is the typical team composition of a Big Data-focused product?
A Big Data-focused product requires a multidisciplinary and highly specialized team. Generally, this team is made up of software engineers, data scientists, business analysts, a project manager, and a product architect.
How long does it take to build a software product with Techstack?
Take advantage of our expertise as a big data services provider with a complimentary quote. Our professionals will assess your development backlog and provide you with an accurate estimate, ensuring a seamless product development process.
How long does it take to hire a product starter engineer?
When bringing on new team members, there are many factors to consider. How long the hiring process takes depends mainly on product details, industry standards, and job-level seniority; typically, we get hires up and running within one to three months from the initial consultation with partners.
What is the difference between descriptive, predictive, and prescriptive analytics?
Descriptive analytics involves analyzing past data to gain insight into what has happened. Predictive analytics uses statistical testing and machine learning techniques to predict future trends based on past data. Prescriptive analytics goes beyond prediction and uses the data to suggest possible courses of action. This way, prescriptive analytics offers decision-makers an invaluable tool for making more informed choices.