Machine Learning
Nestack's offshore development center provides tailored Machine Learning Services and supports custom model development.
Our Machine Learning Services
Access skilled Machine Learning developers for efficient, customized business solutions.
ML Model Development
Our ML model development services cover the entire lifecycle—from data preprocessing and feature engineering to model training, validation, and ongoing maintenance—tailored for scalable and precise business solutions.
ML Consultation
We offer thorough ML consultation and strategy services to help businesses identify issues, gather data, choose models, and plan deployments, streamlining ML integration into business processes to boost efficiency and value.
Model Fine Tuning
We fine-tune pre-trained models for specific tasks by optimizing hyperparameters, refining architectures, and curating datasets, enhancing performance and accuracy to meet real-world requirements for better predictions and insights.
Anomaly Detection
Identifies unusual data patterns or outliers, enhancing security and operational reliability. This capability is crucial for preventing fraud and maintaining system integrity across industries.
Churn Prediction
Analyzes customer behavior to predict and mitigate customer attrition. By understanding the factors that lead to customer turnover, Nestack helps businesses implement effective retention strategies.
Customer Segmentation
Segments customers to enable targeted marketing strategies. This approach allows for more personalized communications, which can significantly improve customer engagement rates.
Data Extraction
Utilizes ML to automatically extract insights from unstructured data, streamlining data analysis. This service transforms raw data into actionable intelligence, enabling quicker decision-making.
Personalized Marketing
Tailors marketing campaigns to individual customer preferences, boosting engagement and conversion rates. Nestack’s ML-driven strategies ensure that marketing efforts are both relevant and effective.
Predictive Analytics
Uses historical data to forecast future trends, aiding strategic planning. This predictive power helps businesses anticipate market changes and adapt swiftly.
Pricing Optimization
Employs real-time ML algorithms to refine pricing strategies, maximizing profitability. This dynamic approach adjusts prices based on market demand and competitor actions.
Process Automation
Automates repetitive tasks, significantly reducing human errors and increasing efficiency. Automation not only saves time but also enhances the overall quality of work by minimizing errors.
Recommender Systems
Enhances e-commerce platforms with personalized recommendations, driving sales and customer satisfaction. These systems help customers discover products they love, increasing both loyalty and average order value.
Supply Chain Optimization
Improves delivery times and reduces costs through predictive analytics, optimizing the supply chain. This optimization leads to more efficient inventory management and better resource allocation.
Technology & Tools We Use
We leverage advanced tools to power our outsourcing services, ensuring efficient and reliable ML solutions.
Frameworks
MAHOUT
mxnet
Caffe
TennsorFlow
Torch
Keras
OpenCV
Platforms and Services
Azure machine learning
Azure cognitive Services
bot framework
Amazon transcribe
Amazon sagemker
Amazon lex
Amazon polly
Google cloud ai platform
Libraries
Apache spark
Theano
scikit-learn
Gensim
spaCy
Programming Languages
Scala
Python
Java
C++
R
Big Data
Hadoop
Apache spark
Cassandra
Apache kafka
Hive
Apache zookeeper
Apache hbase
Azure cosmos db
Amazon redshift
Amazon DynamoDB
mongoDB
Data Visualisation
Power BI
microsoft Sql Server Reporting
microsoft Excel
Google developer charts
Tableau
Grafana
Chartist js
fusion charts
data wrapper
Many More..
Why You Should Hire From Nestack
By hiring from Nestack, you leverage these benefits to enhance your technological capabilities, drive innovation, and maintain a competitive edge in your industry.
Quick hiring
Focus on your core business activities while we handle the complexities of application development. Our quick and straightforward hiring process ensures you receive the right developers tailored to your project's requirements.
Scalable Teams
Build your next application with our dynamic team, capable of scaling up to maintain exceptional quality. We are committed to delivering high-performance applications that meet your needs.
Robust Coding Practices
Our developers craft robust code designed to manage unexpected challenges and errors effectively. We ensure your application remains stable, reliable, and adaptable to evolving business requirements.
Cost-Effective Solutions
Receive superior quality applications at competitive prices. We are dedicated to delivering your projects on time and within budget, ensuring optimal financial efficiency.
Industry Use Cases
At Nestack, we utilize the vast potential of machine learning to deliver transformative solutions across various industries.
Banking
Machine learning anomaly detection can help banks detect fraudulent transactions and prevent financial losses.
Manufacturing
In manufacturing, anomaly detection can predict equipment failures, reducing downtime and maintenance costs.
Healthcare
Anomaly detection can identify unusual patient patterns, aiding in early diagnosis and treatment of diseases.
IT
In IT, anomaly detection can monitor network traffic to prevent cybersecurity breaches and protect sensitive data.
Insurance
Anomaly detection can help insurance companies identify fraudulent claims, reducing financial risk and improving efficiency.
Retail
Retailers can use anomaly detection to spot unusual sales patterns, preventing inventory loss and optimizing supply chain management.
Food
In the food industry, anomaly detection can ensure quality control by identifying deviations in production processes.
Telecommunications
Anomaly detection can identify fraudulent activities, such as unauthorized usage or subscription fraud, and monitor network performance for early detection of issues.
Energy
In the energy sector, anomaly detection can predict equipment failures in power plants and monitor energy consumption patterns for efficiency.
Travel
For personalized travel experiences, targeted promotions, and improved loyalty programs.
Entertainment
For content personalization, targeted advertising, and audience engagement.
Real Estate
For personalized property recommendations and targeted marketing to potential buyers and renters.
Legal
For extracting key information from legal documents, streamlining case analysis and contract management.
Transportation
For extracting data from shipment tracking and logistics reports, improving supply chain efficiency.
Agriculture
Crop yield prediction, pest detection, and precision farming.
Airlines
Adjusts ticket prices in real-time based on demand, seasonality, and competitor pricing.
Hospitality
Optimizes room rates for hotels and resorts based on occupancy rates, seasonality, and special events.
Education
Adaptive Learning Platforms, recommending tailored courses and resources.
Banking
Machine learning anomaly detection can help banks detect fraudulent transactions and prevent financial losses.
Manufacturing
In manufacturing, anomaly detection can predict equipment failures, reducing downtime and maintenance costs.
Healthcare
Anomaly detection can identify unusual patient patterns, aiding in early diagnosis and treatment of diseases.
IT
In IT, anomaly detection can monitor network traffic to prevent cybersecurity breaches and protect sensitive data.
Insurance
Anomaly detection can help insurance companies identify fraudulent claims, reducing financial risk and improving efficiency.
Retail
Retailers can use anomaly detection to spot unusual sales patterns, preventing inventory loss and optimizing supply chain management.
Food
In the food industry, anomaly detection can ensure quality control by identifying deviations in production processes.
Telecommunications
Anomaly detection can identify fraudulent activities, such as unauthorized usage or subscription fraud, and monitor network performance for early detection of issues.
Energy
In the energy sector, anomaly detection can predict equipment failures in power plants and monitor energy consumption patterns for efficiency.
Travel
For personalized travel experiences, targeted promotions, and improved loyalty programs.
Entertainment
For content personalization, targeted advertising, and audience engagement.
Real Estate
For personalized property recommendations and targeted marketing to potential buyers and renters.
Legal
For extracting key information from legal documents, streamlining case analysis and contract management.
Transportation
For extracting data from shipment tracking and logistics reports, improving supply chain efficiency.
Agriculture
Crop yield prediction, pest detection, and precision farming.
Airlines
Adjusts ticket prices in real-time based on demand, seasonality, and competitor pricing.
Hospitality
Optimizes room rates for hotels and resorts based on occupancy rates, seasonality, and special events.
Education
Adaptive Learning Platforms, recommending tailored courses and resources.
Hire ML Engineers
Our ML Developers are proficient in essential frameworks, algorithms, tools, and modern programming languages for industry-specific ML solutions. Hire our ML engineers and data scientists to build top-notch ML models.
Dive Into Our Services
Explore our diverse range of services designed to cater to your unique needs.
FAQ'S
In which industries do your ML developers have experience?
Nestack's Machine Learning developers have a broad range of expertise and are capable of handling AI/ML development projects across various sectors. However, we have a specialized focus on industries such as Banking, Manufacturing, Healthcare, Information Technology, Insurance, Retail, and Food.
What services can Nestack's ML engineers provide for you?
Nestack's team of machine learning engineers offers a wide range of services, including comprehensive ML consulting, tailored ML-powered software development, Natural Language Processing (NLP) solutions, computer vision solutions, business intelligence and analytics solutions, deep learning solutions, and Robotics Process Automation. Additionally, we provide ongoing support and maintenance services post ML development.
Do you provide ongoing support and maintenance for machine learning solutions?
Yes, Nestack offers continuous support and maintenance for your machine learning solutions. For maintenance needs, there's no need to employ a full-time programmer, as we offer a flexible bucket model that allows you to access dedicated support and maintenance services whenever necessary.
Are the ML experts from Nestack available to work in my time zone?
Our standard working hours are from 10 AM to 7 PM IST (Monday to Friday). However, our hired developers can accommodate scheduling adjustments of approximately +/- 3 hours from regular office hours for calls or meetings.
Does Nestack ensure the confidentiality of a client's intellectual property?
Nestack is committed to protecting the confidentiality of our clients' intellectual property at all times. This includes signing a non-disclosure agreement (NDA) at the outset of the project, securely storing code in private Git repositories, and ensuring all formalities related to code ownership and copyrights are properly handled upon project delivery.
Looking for flexible hiring options with Nestack?
With Nestack, scale your business wisely by hiring proficient developers on a part-time or full-time basis, managing your burn rate efficiently while accelerating growth. Monthly service level support includes 8 hours/day for Full Time, 4 hours/day for Part Time, 2 hours/day for Part Time, and 5 hours/week for Part Time (on demand).