Data Engineering Services

We offer comprehensive data engineering services, empowering organizations with actionable insights and strategic decision-making capabilities. From data mining and preprocessing to data modeling and big data analytics, we offer the complete suite of data engineering services to ensure that your data-driven initiatives are executed seamlessly and effectively. With a focus on scalability, data quality assurance, compliance and governance, our services are tailored to your unique business needs.

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Our Data Engineering Services

Data Strategy and Consulting

We specialize in crafting robust data strategies tailored to your specific business objectives and challenges. Our data consulting service is dedicated to devising strategic approaches for managing and leveraging your organization’s data assets effectively. From defining your data roadmap and designing a scalable data architecture to implementing DataOps principles for efficient data management, we help you optimize your data processes for maximum efficiency and innovation.

Data Annotation and Labeling

Our data engineers ensure that your data is accurately labeled and annotated for various ML tasks, such as image recognition, natural language processing, and sentiment analysis. With meticulous attention to detail, our team annotates your data with relevant tags, labels, and metadata, enabling your machine learning models to learn effectively from the annotated data. Whether it’s bounding boxes for object detection or sentiment labels for text classification, we provide precise and consistent annotations tailored to your specific needs.

Data Processing Services

Leveraging advanced data mining techniques, we extract valuable insights and patterns from your data to drive informed decision-making. Additionally, our expertise in data modeling ensures that your data is structured and organized effectively for efficient storage, retrieval, and analysis. Whether it’s cleaning, transforming, or aggregating your data, our data processing expertise ensures that your data is handled with precision and efficiency.

Data Warehousing Service

Our data storage service is designed to provide secure, scalable, and reliable storage infrastructure for your organization’s data assets. We offer a range of storage options, from on-premise solutions to cloud-based storage, tailored to meet your specific requirements. With a focus on data accessibility, integrity, and compliance, we ensure that your data is stored efficiently and managed effectively throughout its lifecycle, enabling seamless access and analysis when you need it most.

Big Data Analytics

Leveraging data mining and modeling techniques, we extract valuable insights from your vast and complex datasets. We then dive into the numbers to uncover meaningful correlations and predictive insights that can guide your next moves. With expertise in data visualization, we present insights into clear, actionable visuals. From identifying market trends to predicting customer behavior, we tailor our data analytics services to meet your specific needs and drive measurable results.

Data Pipeline Development

We build robust and scalable data pipelines to streamline the flow of information across your organization. From data ingestion and processing to transformation and storage, we design end-to-end pipelines that ensure reliable data delivery and accessibility. With a focus on automation, monitoring, and optimization, our pipelines enable you to effectively manage your data workflows and ensure ready access to valuable information.

Data Governance and Compliance

We help clients comply with data governance policies using advanced techniques like data classification and tagging, data lineage tracking, access control implementation, data quality assurance, defining retention policies, conducting audits, and continuously assessing compliance. Our services enable clients to effectively manage their data assets while meeting regulatory requirements and fostering a culture of data responsibility within organizations.

ML Engineering

Our ML engineers utilize advanced tools like NumPy, TensorFlow, and SciPy to ensure your ML projects are developed with robustness, scalability, and efficiency at their core. Our ML development services cover everything from custom model creation to ML-based application development and their integration into business workflows, ensuring that your organization fully harnesses the power of machine learning to drive innovation, optimize processes, and achieve your strategic objectives.

Data Quality Assurance

Our data quality assurance services prioritize the integrity, accuracy, and reliability of your data throughout its lifecycle. Using rigorous validation techniques, we detect and resolve inconsistencies, errors, and anomalies, ensuring your data meets the highest standards for analysis and decision-making. From data profiling and cleansing to continuous monitoring and auditing, we implement thorough quality assurance processes to uphold the trustworthiness and usability of your data assets.

Our Data Engineering Tech Stack

AI Frameworks

pytorch keras

Cloud Platforms

azure

Integration and Deployment Tools

docker kuber ansible

Programming Languages

python

Databases

mysql

Collaborative tools

Data preprocessing tools

Data visualization tools

ML

UI

Algorithms

Supervised/Unsupervised Learning

Clustering

Metric Learning

Fewshot Learning

Ensemble Learning

Online Learning

Neural Networks

CNN

RNN

Representation Learning

Manifold Learning

Variational Autoencoders

Bayesian Network

Autoregressive Networks

Long Short-term Memory (LSTM)

Our Artificial Intelligence Portfolio

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.

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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.

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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.

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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.

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Big Brands Trust Us

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.

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.

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Insights

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