Hire Data Scientists
Hire LeewayHertz’s expert data scientists to efficiently source, manage, and analyze large amounts of unstructured data. Our data scientists have extensive experience analyzing, visualizing and preprocessing complex data sets using manual techniques and automated tools like Pandas and NumPy to ensure they are ready for seamless training of your AI models.
AI Developers
Software Products Delivered
AI Solutions
Total Years of Experience
Services Offered by Our Data Scientists
Hire data scientists from LeewayHertz to tap into the potential of data and drive business growth.
Data Gathering and Preprocessing
Our data scientists collect structured and unstructured data using web scraping and API integration and prepare them using techniques like feature engineering and data normalization to ensure the data is ready for model training.
Data Annotation
By labeling and categorizing data using manual techniques and automated tools like Hugging Face’s datasets library, our data scientists enable machine learning algorithms to recognize patterns and make accurate predictions.
Algorithm Selection and Hyperparameter Tuning
Our data scientists leverage techniques like EDA, experimentation, and hypothesis testing to select the ideal ML algorithm for your project. They also use methods like Grid search and Bayesian optimization for hyperparameter tuning to ensure there are no inefficiencies in the model being developed.
Model Training and Validation
We use numerous ML techniques like supervised and unsupervised learning and reinforcement learning to train the model and validate it for accuracy using techniques like cross-validation, confusion matrix and ROC curve.
Model Evaluation
Once deployed, our data scientists use evaluation metrics like precision, accuracy, recall and F1 score to resolve any anomalies in the model and analyze its performance to identify underperforming segments and address any issues in them.
Consultancy
Our data scientists can assess your business shortcomings, analyze your data to uncover valuable insights and develop a comprehensive strategy to help you harness the full potential of your data and make well-informed, data-driven decisions for business growth.
Methods Used by Our Data Scientists to Extract Insights From Data
Machine Learning Algorithms
Our data scientists use multiple ML algorithms, like decision trees, linear regression, logistic regression, random forests, support vector machines, and KNN for classification, regression, clustering and dimensionality reduction to build AI models.
Deep Learning
We utilize numerous deep learning algorithms and techniques like neural networks, CNNs, RNNs and autoencoders to derive valuable insights from datasets and build accurate AI models for diverse use cases.
Supervised Learning
Our data scientists select and curate labeled data for training AI models. They choose the appropriate model architecture, define the loss function and optimization algorithm and tune the model’s hyperparameters for optimal performance.
Unsupervised Learning
Our data scientists discover patterns and relationships in unlabeled data by choosing appropriate algorithms. They also carefully assess and interpret the unsupervised learning algorithms to draw meaningful conclusions.
Transfer Learning
We select a pre-trained model that has been trained for a task similar to the one at hand. Our data scientists design and curate the dataset for fine-tuning the model and tuning the model’s hyperparameters for optimal performance.
Reinforcement Learning
We utilize developer resources and advanced tools like Markov Decision Processes to employ reinforcement learning techniques, which help us train agents to perform tasks to maximize rewards based on environmental feedback.
NLP
Our data scientists utilize multiple NLP toolkits such as NLTK and SpaCy and NLP techniques like tokenization, stemming, and lemmatization to identify the root words in text data and simplify the data by breaking it down into smaller components.
Computer Vision
We leverage computer vision to interpret and analyze digital images and videos using numerous tools and techniques, such as feature extraction, image processing techniques, OpenCV, and TensorFlow.
AI Models We Have Expertise In
Tech Stack Our Data Scientists Utilize
AI Frameworks
Cloud Platforms
Integration and Deployment Tools
Programming Languages
Databases
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
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
LLM-powered App for Compliance and Security Access
Data Analysis
Geospatial Data Analysis
Generative AI Solution
GenAI-based Clinical Decision Support System
Big Brands Trust Us
Our Engagement Models
Dedicated Development Team
Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.
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.
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
All information will be kept confidential.
FAQs
What services do LeewayHertz’s data scientists offer?
Our data scientists offer various services, including data gathering and preprocessing, data annotation, algorithm selection and hyperparameter tuning, model training and validation, model evaluation and consultancy services.
What benefits do I reap when I hire data scientists from LeewayHertz?
Our data scientists have extensive experience analyzing, visualizing, and preprocessing complex data sets using manual techniques and automated tools, ensuring that the data is ready for seamless training of your AI models.
What types of businesses can benefit from the services offered by LeewayHertz’s data scientists?
Our services are ideal for any business that wants to leverage the power of data to drive better decision-making and improve workflow optimization. Our clients span a variety of industries, including healthcare, finance and e-commerce.
What kind of data can your team work with?
Our data scientists have experience working with structured and unstructured data from a variety of sources, including spreadsheets, APIs, and even raw web data. We can handle data available in a wide range of formats, including text, images, video, and audio.
How do you determine the right ML algorithm for a given project?
Our data scientists will work closely with you to understand your business needs and goals and the specifics of your data. Based on this information, we can recommend an appropriate ML algorithm or a combination of different algorithms to yield the best results for your project.
Insights
Comparison of Large Language Models (LLMs): A detailed analysis
Large Language Models (LLMs) have emerged as a cornerstone in the advancement of artificial intelligence, transforming our interaction with technology and our ability to process and generate human language.
GenAI in marketing: Unleashing unprecedented creativity and precision
From enhancing content creation and SEO optimization to driving customer engagement and reshaping market research, generative AI empowers marketers to leverage data-driven insights and automation for more effective and personalized campaigns.
A comprehensive guide to computer vision: Techniques, applications, and future directions
Computer vision is a field of artificial intelligence that enables computers and systems to derive meaningful insights from digital images, videos, and other visual inputs.
