Machine Learning

Unparalleled growth in digital data combined with easy accessibility as well as affordability of up and coming technologies is enabling enterprises to explore machine learning services and solutions in order to overcome critical business challenges.

With a deep domain expertise, an ability to co-innovate with flexible experimentation, an ever-growing partner ecosystem and a unique talent development model, the Maruti Techlabs team offers advanced machine learning services to assist enterprises in addressing various business cases.

Machine Learning

Unparalleled growth in digital data combined with easy accessibility as well as affordability of up and coming technologies is enabling enterprises to explore machine learning services and solutions in order to overcome critical business challenges.

With a deep domain expertise, an ability to co-innovate with flexible experimentation, an ever-growing partner ecosystem and a unique talent development model, the Maruti Techlabs team offers advanced machine learning services to assist enterprises in addressing various business cases.

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As a machine learning solutions provider, we enable rapid decision making, increased productivity, business process automation, and faster anomaly detection by using a myriad of techniques such as mathematical optimization, pattern recognition, computational intelligence and more.
Deep Learning
Deep learning is the bedrock of high-level synthetic intelligence. While machine learning focuses on available data and known properties, deep learning uses a layered approach of artificial neural networks to discover scalable solutions through predictive and prescriptive analysis. The model essentially learns, interacts, and performs complex tasks without human intervention.
Supervised Learning
This method relies on the training dataset to learn functions from inputs and meet the desired output values through methods like regression, classification & prediction. Multiple iterations ensure efficient mapping and accurate predictions of business outcomes. Yield superior results from our guided learning models, from spam filtering to improved products, meaningful insights, quick decision-making, risk analysis, and more.
Unsupervised Learning
Develop future-ready applications across different business cases that learn and adapt over time with usage by building models that explore, assess and process unstructured data and find some structure and insights within. Uncover hidden relationships, classify customer needs, target marketing campaigns, enable text understanding, and much more to reshape the operations of your business world.
Reinforcement Learning
The reinforcement learning model focuses on determining actions that can optimize performance and yield the best reward over time. This technique uses experimentative training to figure out how to achieve optimal results in a given environment and stay ahead of disruption. Its dynamic applications span the fields of navigation, robotics, gaming, telecommunications, and more.

Teams We Offer

Ideation to MVP Team

The ideation to MVP team launches your idea into the market. It helps you validate your idea and gather feedback before going all-in with full-scale development. Our team leverages low-code / no-code technologies to build quickly, iterate, and ship a minimum viable version of your product.

The ideation to MVP team helps you verify your business hypothesis, validate the products functionality, reach product-market fit, and map out the product roadmap accordingly.

Scale & Maturity Team

After achieving product-market fit, our scale and maturity team focuses on customizing the product. The product development team performs product testing, analyzes the results, draws conclusions, and applies them to scaling the product. They guarantee incremental and iterative delivery and improvement.

The North Star for this team is assisting you in developing an internal culture centered around data-driven product decisions and designing products for stability and scalability.

Support & Care Team

This team closely monitors the application's customer service, experience, data integrity, & smooth running. Two weeks after the development of the product is concluded, the support & hypercare team takes over, & the core product team disintegrates.

During these two weeks, knowledge transfer sessions are held between the product team and the support team. They ensure intensive support and maintenance of the product. The maintenance activities are carried out based on an SLA-based approach.

Create intelligent and self-learning systems.

Outrank your competition with our machine learning solutions.



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Our Development Process

We follow Agile, Lean, & DevOps best practices to create a superior prototype that brings your users’ ideas to fruition through collaboration & rapid execution. Our top priority is quick reaction time & accessibility. 

We really want to be your extended team, so apart from the regular meetings, you can be sure that each of our team members is one phone call, email, or message away.

Our Development Process.png
How We Work?

Is your business ready for machine learning yet? Let’s find out! Our machine learning consultants help you identify business challenges to resolve and find functional solutions by following the 7 step approach to implementing machine learning solutions.

Identify Problem and Collect Data
Identify Problem and Collect Data
Our team of consultants and data scientists take on the preliminary work of evaluating your business objectives and determining the relevant solutions to the problems that are posed. Based on the outlined goals, qualitative and quantitative data is extracted for analysis.
Prepare Data for Analysis
Prepare Data for Analysis
Raw data requires a lot of preprocessing to make it usable and efficient. We clean, normalize, label, classify the collected data and eliminate the unusable parts. Pertinent visualizations are prepared to examine its scope and uncover hidden connections.
Transform the Data
Transform the Data
This is the consolidation stage of data processing, where the data is transformed into forms appropriate for mining and getting intelligent insights. The data is simplified by normalization, attribute decomposition and aggregated into understandable categories to make it uniform.
Data Splitting
Data Splitting
Data splitting focuses on 3 main subsets: training, testing, and validation. Training data is a learning sample for the model, test data ensures performance improvement, and validation data equips the model for unforeseen tasks. This process builds a robust and reliable model.
Create Models
Create Models
At this stage, the transformed training data is used to create multiple algorithm models. Depending on the desired outcomes of the task at hand, supervised or unsupervised learning method is applied for experimentative analysis using set parameters.
Test and Validate Models
Test and Validate Models
The created models are now put to the test to check for the best results. Cross-validation and ensembling techniques are used to scale speed, accuracy, efficiency, and performance. The goal is to tune the algorithm and develop a successfully optimized model.
Deploy Models
Deploy Models
By this stage, we have a production-grade model ready for deployment. For optimum performance and smooth integration, A/B testing and modifications are implemented. The model is now ready to make inferences.
Identify Problem and Collect Data
Identify Problem and Collect Data
Our team of consultants and data scientists take on the preliminary work of evaluating your business objectives and determining the relevant solutions to the problems that are posed. Based on the outlined goals, qualitative and quantitative data is extracted for analysis.
Prepare Data for Analysis
Prepare Data for Analysis
Raw data requires a lot of preprocessing to make it usable and efficient. We clean, normalize, label, classify the collected data and eliminate the unusable parts. Pertinent visualizations are prepared to examine its scope and uncover hidden connections.
Transform the Data
Transform the Data
This is the consolidation stage of data processing, where the data is transformed into forms appropriate for mining and getting intelligent insights. The data is simplified by normalization, attribute decomposition and aggregated into understandable categories to make it uniform.
Data Splitting
Data Splitting
Data splitting focuses on 3 main subsets: training, testing, and validation. Training data is a learning sample for the model, test data ensures performance improvement, and validation data equips the model for unforeseen tasks. This process builds a robust and reliable model.
Create Models
Create Models
At this stage, the transformed training data is used to create multiple algorithm models. Depending on the desired outcomes of the task at hand, supervised or unsupervised learning method is applied for experimentative analysis using set parameters.
Test and Validate Models
Test and Validate Models
The created models are now put to the test to check for the best results. Cross-validation and ensembling techniques are used to scale speed, accuracy, efficiency, and performance. The goal is to tune the algorithm and develop a successfully optimized model.
Deploy Models
Deploy Models
By this stage, we have a production-grade model ready for deployment. For optimum performance and smooth integration, A/B testing and modifications are implemented. The model is now ready to make inferences.

Client Segment

Startup / SME

Build from scratch, improve what you have, or do something entirely different— we’ve got you covered.

  • Build Something New  
    Map out your idea, determine what to build, and collaborate to bring an MVP or a solid 1.0 to life.
  • Improve What You Have 
    Build a new version of your existing app or add new features to your system with our expertise. 
  • Discover What You Need 
    Not sure where to start? We also offer code and architecture reviews, strategic planning, team training, and more.

Enterprise

We deploy our best-in-class assets to help you build, innovate, and accelerate your business.

  • Seamless Integration 
    We blend into your team, leading the project forward with solid communication and expertise.
  • Leadership & Management 
    Our management excels at managing remote teams and complex projects and providing technical guidance.
  • Transparency & Agile 
    We leverage tools like Trello, Skype, JIRA, and Slack to achieve transparency, synergy, and better project visibility.
How Do We Engage With You?

Time & Material Model

Enjoy complete control of the development progress, pace, & cost of the project. We recommend the time & material engagement model for dynamic business requirements. In this model, the project cost is measured in execution time and resources deployed. 

  • Flexibility
  • Easy Control
  • Transparency

Offshore Dedicated Team (ODT) Model

We put dedication into the Offshore Dedicated Team (ODT). Our ODT model involves a team of skilled developers, testers, and managers working diligently on your project. With Maruti Techlabs, you benefit from a wide range of skills, expertise, and resources.                                                     

  • Great for Large Projects
  • Efficiency
  • Adaptability

Team Extension Model

Add skills & bandwidth to your team by hiring additional developers on-demand. Our developers seamlessly integrate into your existing team. With on-demand team extension, you can fulfill your skill-specific requirements & scale the team at your pace.

  • Faster Time-to-Market
  • Focus
  • Scalability

Time & Material Model

Enjoy complete control of the development progress, pace, & cost of the project. We recommend the time & material engagement model for dynamic business requirements. In this model, the project cost is measured in execution time and resources deployed. 

  • Flexibility
  • Easy Control
  • Transparency

Offshore Dedicated Team (ODT) Model

We put dedication into the Offshore Dedicated Team (ODT). Our ODT model involves a team of skilled developers, testers, and managers working diligently on your project. With Maruti Techlabs, you benefit from a wide range of skills, expertise, and resources.                                                     

  • Great for Large Projects
  • Efficiency
  • Adaptability

Team Extension Model

Add skills & bandwidth to your team by hiring additional developers on-demand. Our developers seamlessly integrate into your existing team. With on-demand team extension, you can fulfill your skill-specific requirements & scale the team at your pace.

  • Faster Time-to-Market
  • Focus
  • Scalability
Case Study

Audio Content Classification using Python-based Predictive Modeling

Our client, Core Nova, hired 500+ telemarketing agents to make outbound calls to political donors to fund their client's political campaigns.

The telemarketers would often encounter answering machines on the other end of the calls and make a pitch before realizing they were speaking to an answering machine. This resulted in wasted time.

To address this, our data scientists developed a Python-based predictive model that could predict audio characteristics with a high success rate. Learn how our predictive model helped Core Nova distinguish between the voice of a human and a non-human and achieve remarkable results.

Read the case study
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Technology Stack
Tensor-flow
R-Programming
PredictionIO
MLlib
Microsoft-Azure-Machine-Learning
Google-Prediction-API
AWS-Machine-Learning
Apache-Mahout
Accord-Framework-in-.NET
WEKA-Machine-Learning-workbench
Tensor-flow
R-Programming
PredictionIO
MLlib
Microsoft-Azure-Machine-Learning
Google-Prediction-API
AWS-Machine-Learning
Apache-Mahout
Accord-Framework-in-.NET
WEKA-Machine-Learning-workbench
Why choose Maruti Techlabs?
14+ years experience
Start as quickly as a week
Recurring cost of training & benefits - $0
4.8/5 NPS on Clutch
Certified PMs & delivery teams
Rapid deployment & on-time delivery
Complete transparency
Robust communication across shared channels
Agile & lean startup methodology
Experience across 16 industries

We take data protection seriously. Way too seriously!

Your data is safe with us. We have a strong moral compass and complete transparency to maintain the bond between us. Furthermore, we follow the best industry practices to keep your data safe and tight.
Strict NDA
Inviolable Policies for Devices & Role-Based Access Permission
Stringent Security Measures
We take data protection seriously Way too seriously.png

Awards & Recognitions

We’re proud to accept industry accolades for our commitment to unparalleled results, client service and continuous growth.

Our People = Our Strength

We are as good as our team. And that's why we believe in hiring, training, and retaining the best talent. From following a robust hiring process to ensuring the best project deployment tools, our practices and frameworks reflect our aim to provide the best services and be the best software development team in the market.  

We take pride in the broad spectrum of world-class products built by our team. Our team of over a hundred software developers is well-versed in different combinations of JavaScript, React Native, Python, Java, Scala, PHP, and other languages. Our team's areas of expertise also include many underlying platforms, APIs, IEDs, databases, and frameworks.

Our People = Our Strength.png

Project Managers
Technical Architects
Data Scientists
Business Analysts
Software Engineers
Integration & Release Engineers
QA Engineers
System Designers
DevOps Engineers
UI/UX Designers
IT Personnel
Support Personnel

More social proof incase you're still on the fence

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Looking For Other Services?

Computer Vision
We assist enterprises automate applications to recognize, capture & extract rich data from images, process visual data & create state-of-the-art computer vision models that fit perfectly with their use cases.
Know More
NLP
Process, assess & interpret unstructured data to operate effectively by leveraging our Natural Language Processing services. Add conversational intelligence to your apps & products to understand linguistics better with NLP.
Know More
Data Analytics
Right from complex data integration to advanced analytics, our solutions are delivered through the amalgamation of the right set of data science tools, techniques & programming languages.
Know More
Services
  • Software Product Development
  • Artificial Intelligence
  • Data Engineering
  • DevOps
  • UI/UX
  • Product Strategy
Case Study
  • DelightfulHomes (Product Development)
  • Sage Data (Product Development)
  • PhotoStat (Computer Vision)
  • UKHealth (Chatbot)
  • A20 Motors (Data Analytics)
  • Acme Corporation (Product Development)
Technologies
  • React
  • Python
  • Nodejs
  • Staff Augmentation
  • IT Outsourcing
Company
  • About Us
  • WotNot
  • Careers
  • Blog
  • Contact Us
  • Privacy Policy
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Our Offices

USA 
5900 Balcones Dr Suite 100 
Austin, TX 78731, USA

India
302, Regency Plaza,Nr. Anandnagar Crossroads,
Satellite, Ahmedabad, Gujarat- 380015

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©2024 Maruti TechLabs Pvt Ltd . All rights reserved.

  • Software Product Development
  • Artificial Intelligence
  • Data Engineering
  • DevOps
  • UI/UX
  • Product Strategy

  • DelightfulHomes (Product Development)
  • Sage Data (Product Development)
  • PhotoStat (Computer Vision)
  • UKHealth (Chatbot)
  • A20 Motors (Data Analytics)
  • Acme Corporation (Product Development)

  • React
  • Python
  • Nodejs
  • Staff Augmentation
  • IT Outsourcing

  • About Us
  • WotNot
  • Careers
  • Blog
  • Contact Us
  • Privacy Policy

USA 
5900 Balcones Dr Suite 100 
Austin, TX 78731, USA

India
302, Regency Plaza,Nr. Anandnagar Crossroads,
Satellite, Ahmedabad, Gujarat- 380015

©2024 Maruti TechLabs Pvt Ltd . All rights reserved.