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 Engineers 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. Through the analysis of customer turnover factors, Nestack assists organizations to develop and deploy customer retention schemes.
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. Such predictive capability assists the firms in being ready for the changes in the market environment and act accordingly.
Pricing Optimization
Uses real-time ML algorithms for improving the price management process, with the purpose of increasing 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 reduces time taken on a process, but also improves the work quality as most errors are eradicated.
Recommender Systems
Improves e-commerce sites through personalized product suggestions increasing sales and customer satisfaction. Such systems help customers find products they care about, and that improves customer retention 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 Machine Learning 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
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..
Programming Languages
Scala
Python
Java
C++
R
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.
Our Approach To AI Consulting
Our expert AI consultants work closely with you to understand your unique challenges and goals, creating specialized AI strategies and solutions that drive significant results.
Affordable Monthly Plans for Offshore Machine Learning Engineers.
Enhance your projects with our skilled offshore Machine Learning Engineers. Choose the right package for your needs and budget.
Junior Developer
- Experience Level: 1-3 years
- Work Hours: 176+ hours monthly
- Engage our junior developers to support your projects.
Mid-Level Developer
- Experience Level: 3-7 years
- Work Hours: 176+ hours monthly
- Perfect for mid-level complexity projects and ensuring efficient and effective development processes.
Senior Developer
- Experience Level: 7+ years
- Work Hours: 176+ hours monthly
- Utilize the expertise of our senior developers for your most challenging projects.
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 helps insurance companies identify fraudulent claims, reducing financial risk & improving efficiency.
Retail
Retailers can use anomaly detection to spot unusual sales patterns, preventing inventory loss & optimizing supply chain.
Food
In the food industry, anomaly detection can ensure quality control by identifying deviations in production processes.
Telecommunications
Anomaly detection can identify fraud like unauthorized usage and monitor network performance for early issue detection.
Energy
In the energy sector, anomaly detection can predict equipment failures and monitor energy consumption 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 helps insurance companies identify fraudulent claims, reducing financial risk & improving efficiency.
Retail
Retailers can use anomaly detection to spot unusual sales patterns, preventing inventory loss & optimizing supply chain.
Food
In the food industry, anomaly detection can ensure quality control by identifying deviations in production processes.
Telecommunications
Anomaly detection can identify fraud like unauthorized usage and monitor network performance for early issue detection.
Energy
In the energy sector, anomaly detection can predict equipment failures and monitor energy consumption 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 Machine Learning Engineers excel in essential frameworks, algorithms, tools and modern programming languages for industry-specific solutions. Hire them to build top-notch ML models.
- 8 hours a day
- 5 days a week
- Dedicated resource
- 4 hours a day
- 2 hours a day
- 5 days a week
- Budget-friendly
- 80 hr commitment
- One-time tasks
Dive Into Our Services
Explore our diverse range of services designed to cater to your unique needs.
Find Experts With Related Skills
Find highly qualified professionals at Nestack Technologies committed to producing remarkable results and enhancing your business growth.
Onboarding Process
Ensure a smooth project launch with a well-defined plan that synchronizes team efforts and clearly outlines objectives.
Give us an outline of your project requirements, goals and objectives.
Define scope (SRS), architecture (HLD), wireframes and UI design
Organize sprints, code, test and document the LLD.
In-depth discussion with our team to clarify project objectives.
Estimate costs and timelines and set milestones.
In-depth discussion with our team to clarify project objectives.
Define scope (SRS), architecture (HLD), wireframes and UI design
Estimate costs and timelines and set milestones.
Organize sprints, code, test and document the LLD.
Frequently Asked Questions
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.
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.
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.
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.
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.
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).