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Machine Learning Development Company

Unlock the potential of data-driven intelligence with our machine learning development service. Whether you require data engineering expertise, need a pre-trained LLM fine-tuned, or seek to build and deploy powerful ML-based applications for optimizing operations, predicting trends, or enhancing customer experiences, our machine learning development service is meticulously designed to meet your unique demands.

Machine Learning Development Services
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AI Developers

Software Products Delivered

AI Solutions

Total Years of Experience

Our Machine Learning Services

ML Consulting & Strategy Building

ML Consulting & Strategy Building

Whether you are looking to streamline processes, enhance customer experiences, or gain a competitive edge through ML, our expertise is what you need. We assess your existing tech infrastructure, identify opportunities for ML integration, and create tailored strategies for the successful implementation of ML solutions.

MLOps Consulting

MLOps Consulting

We help organizations adopt MLOps best practices and streamline workflows to ensure faster and more reliable development/deployment of ML models. We help select and configure tools for version control, testing, deployment, and monitoring, cutting model transition time from development to production.

Data Engineering

Data Engineering

Our data engineering service ensures that your data used for machine learning model training is high quality and appropriately prepared for specific machine learning tasks. It entails a comprehensive suite of data engineering tasks that encompasses everything from data collection and cleaning to feature engineering and data augmentation.

Custom ML Model Development

Custom ML Model Development

We create domain-specific ML models by fine-tuning pre-trained models to address the unique needs of your business domain. Whether it’s BERT, GPT or Llama 2, our team of experts ensures that your models deliver context-aware responses with the highest level of accuracy and precision.

ML-powered Solutions Development

ML-powered Solutions Development

Our data scientists and AI developers craft customized ML solutions to meet your unique needs. Our expertise lies in designing and implementing predictive models, recommendation systems, and other data-driven applications that optimize operations, elevate user experiences, and enable data-driven decision-making.

Integration Into Workflows

Integration Into Workflows

We ensure that our ML solutions seamlessly integrate into your existing workflows, making AI adoption effortless and efficient. We also offer comprehensive support and maintenance services designed to uphold peak performance for your ML systems, addressing any evolving needs or challenges that may arise over time.

Our ML Expertise

Deep Learning

Deep Learning

We specialize in deep learning, building solutions that imitate human cognition, making sense of complex data, and enabling breakthroughs in image recognition, natural language processing, and more.

Big Data Technologies

Big Data Technologies

Our proficiency in big data technologies, including Hadoop and Spark, equips us to handle vast datasets and perform distributed computing, ensuring that no data challenge is too large for you to conquer.

Machine Learning Algorithms

Machine Learning Algorithms

We have a deep understanding of various ML algorithms, from supervised and unsupervised learning to reinforcement learning. This expertise allows us to select the most suitable algorithms for specific use cases.

Data Preprocessing

Data Preprocessing

Our data preprocessing knowledge is your key to unlocking the full potential of your ML endeavors. With expertise in cleaning, transforming, and structuring data, we ensure your datasets are primed for effective model training.

Machine Learning Frameworks

Machine Learning Frameworks

Our proficiency in ML frameworks like TensorFlow, PyTorch, and scikit-learn empowers us to create and optimize models efficiently, accelerating the development and deployment of intelligent solutions.

AutoML

AutoML

Our expertise in AutoML equips us with the capabilities to provide our clients with streamlined AI solutions that are not only efficient but also cost-effective, reducing the barriers to entry for businesses seeking AI integration.

Our Approach to Building Innovative Machine Learning Solutions

Assessment Phase

Assessment Phase

We assess your organization’s existing state and needs to establish a sound ML strategy, laying a strong foundation for future success.

Strategy Development

Strategy Development

We then formulate a coherent AI strategy tailored to your specific use case, encompassing critical considerations such as cost, timeline, security, and privacy.

Data Collection and Preparation

Data Collection and Preparation

High-quality, pertinent data plays a pivotal role in ensuring ML success. Our meticulous data collection and preparation processes are designed to set the stage for effective model training.

Custom Model Development

Custom Model Development

We adapt an ML model to your business’s specific needs by fine-tuning it with your proprietary data. This ensures that the model is attuned to your business’s unique challenges and objectives, delivering optimal performance.

Model Integration Solution Development

Model Integration/Solution Development

After fine-tuning the model, we leverage it to create solutions such as chatbots or recommendation systems, effectively streamlining and enhancing your workflow processes.

Integration Into Workflows

Integration Into Workflows

We make AI adoption a seamless experience for your business by integrating the solutions into your current tech infrastructure.

AI Models We Have Expertise In

Our ML Development Technology Stack

Data Storage

SQL databases
NoSQL databases
Data lakes
Amazon S3

Data Processing and Preparation

Pandas
NumPy
SciPy

ML Libraries and Frameworks

Tensorflow
PyTorch
Scikit-learn
keraskeras

DevOps Tools

Git
Jenkins
Docker

Cloud Infrastructure

AWS
GCP
Microsoft Azure

Visualization Tools

Tableau
Matplotlib
Plotly

Monitoring and Tracking Tools

TensorBoard
MLflow
Neptune

Alliances & Partners

We strategically collaborate with a diverse ecosystem of partners and platforms, ensuring unparalleled flexibility and swift outcomes while maintaining quality and excellence.

Microsoft
aws
google
azure

Our Artificial Intelligence Portfolio

Machinery Trouble shooting using AI
AI-powered App

LLM-powered Application for Safer Machinery Troubleshooting

LeewayHertz collaborated with a top-tier Fortune 500 manufacturing company to develop an innovative LLM-powered machinery troubleshooting application. This innovative solution streamlines machinery maintenance, elevates safety protocol adherence and mitigates operational risks of the firm. By seamlessly integrating static machinery data and dynamic safety policies, the application provides quick access to relevant information for troubleshooting issues while also enhancing safety with clear and detailed instructions on equipment handling.

Generative AI Application

Generative AI Application

LLM-powered App for Compliance and Security Access

LeewayHertz has partnered with Scrut to engineer an LLM-powered app designed to streamline access to compliance benchmarks, frameworks, and audit-relevant data for Scrut's clientele. Drawing on Scrut's proprietary data, our team utilized advanced embedding and prompt engineering techniques to seamlessly incorporate an LLM, yielding rapid query responses and upgraded user experiences. This initiative has equipped Scrut's clients with a robust tool, fostering informed decision-making and providing clear insight into industry benchmarks as well as Scrut’s risk monitoring and mitigation strategies and services.
Generative AI Application
Geospatial Data Analysis

Data Analysis

Geospatial Data Analysis

A US-based geospatial intelligence and analytics firm sought LeewayHertz’s expertise to tackle a complex dataset with limited identifiers, aiming to derive valuable insights, identify patterns, spot unusual movements, and ensure data security. Our solution involved deploying a sophisticated data analysis pipeline, encompassing timestamp conversion, geocoding for contextual enrichment, clustering for pattern recognition, correlation analysis, and anomaly detection. Beyond unveiling intricate location-based patterns, our approach prioritized robust data security, resulting in the delivery of actionable intelligence that precisely met our client's objectives.
GenAI-based Clinical Decision Support System

Generative AI Solution

GenAI-based Clinical Decision Support System

A GenAI-based clinical decision support system tailored for an esteemed healthcare organization that analyzes diverse patient data using advanced algorithms and NLP to provide healthcare professionals with swift and accurate disease diagnoses. The platform’s user-friendly interface optimizes the diagnostic workflow, offering evidence-driven insights and comprehensive reports that include discussions, testing guidance, therapy recommendations, specialist referrals, and patient education. This solution ultimately elevates patient care through the seamless integration of generative AI, fostering efficiency, precision, and innovation in healthcare delivery.
GenAI-based Clinical Decision Support System

Big Brands Trust Us

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Our Engagement Models

Digital Transformation Services LeewayHertz

Dedicated Development Team

Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.

Dedicated software development team LeewayHertz

Team Extension

Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.

Dedicated software development team LeewayHertz

Project-based Model

Our project-oriented approach, supported by our team of software development specialists, is dedicated to fostering client collaboration and achieving specific project objectives.

Get Started Today

1. Contact Us

Fill out the contact form protected by NDA, book a calendar and schedule a Zoom Meeting with our experts.

2. Get a Consultation

Get on a call with our team to know the feasibility of your project idea.

3. Get a Cost Estimate

Based on the project requirements, we share a project proposal with budget and timeline estimates.

4. Project Kickoff

Once the project is signed, we bring together a team from a range of disciplines to kick start your project.

Start a conversation by filling the form

Once you let us know your requirement, our technical expert will schedule a call and discuss your idea in detail post sign of an NDA.
All information will be kept confidential.

FAQs

How can LeewayHertz help my business with machine learning development?

LeewayHertz boats extensive expertise in developing tailored machine learning solutions. We work closely with you to understand your unique needs, design custom models, and implement them to drive efficiency and innovation within your organization. We develop a variety of machine learning solutions, including predictive analytics tools for forecasting, classification tools for categorization, recommendation systems, natural language processing solutions, and more, tailored to your specific requirements.

What range of machine learning services does LeewayHertz provide?

LeewayHertz offers a comprehensive suite of machine learning development services, including ML consulting, strategy development, MLOps consulting, data engineering, custom ML model development, ML-powered solutions development, and integration support. With expertise spanning diverse domains, from deep learning to big data technologies, we bring extensive experience to effectively collaborate with businesses, applying various techniques and frameworks to address their unique challenges and capitalize on opportunities. 

Why is it opportune to engage in machine learning services at this time?

Machine learning services can help businesses unlock the potential of data-driven intelligence, leading to improved operations, enhanced customer experiences, and better decision-making. With the increasing availability of data and advancements in machine learning technologies, now is the ideal time to leverage ML services to gain a competitive edge and drive innovation in your business.

What industries can benefit from your machine learning development services?

Machine learning can be harnessed by any industry striving to empower itself through ML capabilities to optimize processes and unveil invaluable insights. Our services cater to a wide range of industries, including healthcare, finance, retail, manufacturing, and more.

What customization and flexibility do you offer to integrate ML solutions into an organization's existing technology stack or infrastructure?

Our solutions are designed to seamlessly integrate into your existing infrastructure, with customization options available to meet your specific tech stack and infrastructure requirements.

What is the typical timeline for a machine learning development project?

The timeline can vary depending on the complexity and scope of the project. We work closely with you to define project milestones and provide estimated timelines during the initial consultation.

What measures do you take to ensure that ML models remain accurate and relevant as industry trends and data evolve over time?

We regularly retrain and fine-tune models to adapt to changing data and industry trends. Our continuous monitoring identifies drift, and we maintain a strong feedback loop with clients to ensure model accuracy and relevance.

How do you manage the potential bias in machine learning models, and what steps are taken to ensure fairness and inclusivity in your solutions?

We actively address bias through data preprocessing and algorithm selection. Our team is trained to identify and mitigate biases. We also conduct fairness audits and employ techniques to promote fairness and inclusivity in our solutions.

What data sources and formats do you typically work with, and how do you ensure data quality and integrity throughout the development process?

We work with a wide range of data sources and formats. Our data engineering expertise ensures that data is cleaned, transformed, and structured appropriately for ML tasks, maintaining data quality and integrity throughout the development process.

How can businesses identify the most suitable machine learning development company for their specific needs?

Choosing the right machine learning development company involves considering factors such as expertise in relevant technologies, experience developing ML solutions for similar industries or use cases, a track record of successful projects, and a collaborative approach to working with clients. Evaluating the company’s portfolio, client testimonials, and industry recognition is essential to ensure they can deliver the desired results for your business. 

What are the key steps to successfully implement machine learning solutions within a business?

Implementing machine learning solutions in your business involves several steps, including identifying areas where ML can add value, assessing your data infrastructure and readiness, defining clear objectives and success metrics, selecting the right ML development partner, and integrating the solutions into your workflows. Collaboration with an experienced Machine Learning development company can streamline the implementation process and ensure the successful deployment of ML solutions tailored to your business needs.

How do LeewayHertz's machine learning development services handle data security and privacy?

Data security is our paramount concern. At LeewayHertz, we prioritize protecting our client’s data through stringent measures. Our machine learning development services employ encryption, anonymization, and other industry best practices to safeguard sensitive information. Furthermore, we meticulously adhere to regional data protection regulations, ensuring data privacy is never compromised.

What is the process for initiating collaboration with LeewayHertz for machine learning solutions?

Collaborating with LeewayHertz for machine learning solutions begins with contacting us through their website or emailing us directly at sales@leewayhertz.com. We typically start with a consultation to understand your business needs and objectives, followed by a discussion to determine the feasibility of your project idea. Once the project scope and requirements are defined, we will provide a cost estimate and project proposal, and upon agreement, we will assemble a team of experts to start the project and ensure its successful execution.

Do you provide ongoing support and maintenance for the machine learning solutions you build?

Yes, we provide ongoing support and maintenance for the machine learning solutions we develop. Our services include continuously monitoring and updating models and solutions to ensure they perform optimally over time. We proactively address any issues that may arise and adapt the solutions as needed to accommodate changes in data patterns and evolving business requirements. We aim to ensure that our machine learning solutions remain effective and efficient in delivering valuable insights and driving business outcomes.

Insights

AI detectors: Use cases and technologies

AI detectors: Use cases and technologies

An AI detector generally refers to a system or tool that employs artificial intelligence to identify, analyze, or predict specific patterns, anomalies, or behaviors within a dataset or environment.

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