Employ the experienced data scientists at Digital Engine to find, handle, and evaluate vast volumes of unstructured data effectively. To make sure your complex data sets are prepared for the smooth training of your AI models, our data scientists have vast experience analyzing, visualizing, and preparing them using both automated tools like Pandas and NumPy and manual procedures.
We Take Pride in Our Numbers!
8+
Years of Experience
30+
Countries serviced
700+
Projects completed
50+
Developers
Services Our Data Scientists Provide
Recruit data scientists from Digital Engine to leverage data's potential and propel your company's expansion.
Hire Data Scientist
Hire the knowledgeable data scientists at Digital Engine to find, handle, and evaluate vast volumes of unstructured data effectively. To make sure your complex data sets are prepared for the smooth training of your AI models, our data scientists have vast experience analyzing, visualizing, and preparing them using both automated tools like Pandas and NumPy and manual procedures.
Big Data Consulting
With the help of our big data consulting services, harness the power of big data. Our experts can handle the scale and complexity of big data with ease, allowing businesses to extract value from their large and complex datasets. They have deep expertise in handling the challenges associated with big data and are proficient in advanced tools and technologies, such as distributed computing frameworks, data lakes, and cloud platforms.
Data Analytics Services
Use the skills of Digital Engine's data analysts, who are adept at both machine learning model training and data analytics, to maximize the potential of data and enhance corporate performance through data-driven decision-making. Our data analysts help companies of all sizes gain valuable insights from their data, improve their data strategy, and understand difficult data thanks to their extensive knowledge of statistics.
ML Model Engineering
Digital Engine's Machine Learning Model Engineering is a specialized service dedicated to crafting advanced and tailored machine learning models. Our expert team designs and develops models that align precisely with your business objectives. From conceptualization to implementation, we focus on engineering models that ensure optimal performance, ethical considerations, and security.
ML Development
Digital Engine's Machine Learning Services empower businesses with tailored solutions. From AI-driven online applications to mobile app development, we meticulously design each component, ensuring optimal performance. Our approach emphasizes ethical practices and security, prioritizing responsible innovation to meet diverse business requirements.
Techniques Our Data Scientists Use to Draw Insights From Data
Machine Learning Algorithms​
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To create AI models, our data scientists employ a variety of machine learning (ML) techniques, including decision trees, random forests, logistic regression, linear regression, support vector machines, and KNN for classification, regression, clustering, and dimensionality reduction.
Supervised Learning​
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To train AI models, our data scientists carefully choose and manage labeled data. They select the best model architecture, provide the optimization technique and loss function, then adjust the model's hyperparameters to achieve peak performance.
Transfer Learning​
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We choose a model that has already been trained for a task that is comparable to the current one. The dataset is created and selected by our data scientists so that the model can be optimized and its hyperparameters adjusted.
NLP​
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Our data scientists locate the root words in text data and simplify the data by dividing it into smaller components by using a variety of natural language processing (NLP) toolkits, including NLTK and SpaCy, as well as NLP techniques, such as tokenization, stemming, and lemmatization.
Deep Learning​
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We leverage a wide range of deep learning techniques and algorithms, including neural networks, CNNs, RNNs, and autoencoders, to extract meaningful information from datasets and create precise AI models for a variety of application cases.
Unsupervised Learning​
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By selecting the right algorithms, our data scientists identify patterns and relationships in unlabeled data. To reach relevant results, they meticulously evaluate and analyze the unsupervised learning algorithms.
Reinforced Learning​
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We train agents to complete tasks to maximize rewards based on environmental feedback by using reinforcement learning techniques, which we deploy with the support of developer resources and sophisticated tools such as Markov Decision Processes.
Computer Vision​
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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
GPT-4
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A collection of OpenAI models that, because of their enhanced general knowledge and sophisticated reasoning abilities, are very accurate at solving complicated issues.
LLaMA​
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A basic large language model called LLaMA (Large Language Model Meta AI) can create text, hold conversations, summarise textual content, solve mathematical theorems, and predict protein structures.
PaLM 2​
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The most recent version of Google's comprehensive language model excels in carrying out complex reasoning tasks like code interpretation, mathematical solutions, classification, answering queries, and multilingual translation. This model, which outperforms earlier attempts at natural language production, demonstrates Google's dedication to ethical AI.
Claude​
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Anthropic's Claude is a large language model (LLM) that was developed as a virtual assistant and is compatible with business processes. Claude can be accessed in Anthropic's developer console via both an API and chat interface. It is capable of handling a wide variety of conversational and text-processing tasks.
GPT-3​
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A group of OpenAI models that can handle tasks related to natural language processing, including question-answering, summarization, translation, and text creation: Ada, Davinci, Curie and Babbage.
GPT-3.5​
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A collection of OpenAI models that outperform GPT-3 and produce text or code, such as the incredibly powerful and reasonably priced Gpt-3.5-turbo model.
DALL.E
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Based on language prompts, OpenAI's DALL·E produces realistic visuals and artwork. It can create photos with a given size, edit already-existing images, and create several versions of images that the user uploads.
Whisper​
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Whisper is an OpenAI model for general-purpose speech recognition that can also translate speech, identify languages, and recognize speech in many languages.
Embeddings​
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Words, sentences, and other language units are represented numerically by OpenAI's Embeddings, which also capture the semantic meaning and connections between them.
Moderation​
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Machine learning OpenAI models called moderation models are made to help with content moderation activities including spotting and eliminating offensive or dangerous information from internet platforms.
Stable Diffusion​
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In addition to producing detailed images in response to text cues, Stable Diffusion can be utilized for tasks such as text-guided image-to-image translations and inpainting.
Bard​
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With the help of LaMDA, Google created Bard, a text-to-text generative AI chatbot that can converse with people by producing responses that resemble those of a human in response to questions in natural language.
Tech Stack: The Tools Our Data Scientists Use
DL Frameworks
Modules & Toolkits
Libraries
Integration and Deployment Toold
Programming Languages
Python Frameworks
Cloud Providers
Data Visualization Tools
Data Preprocessing Tools
Databases
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)
Some of Our AI Projects
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LLM-powered Application for Safer Machinery Troubleshooting
Clinical Decision Support System driven by GenAI
App for Compliance and Security Access Powered by LLM
Our Unique Engagement Ecosystem
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Discovery Consultation​
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Embark on a personalized journey with a discovery consultation tailored to your business needs. Our experts delve deep into understanding your goals, challenges, and aspirations, laying the foundation for a unique engagement strategy.
Dedicated Development Team
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At Digital Engine, our adept developers seamlessly integrate avant-garde cognitive technologies, sculpting a tapestry of high-quality services and bespoke solutions meticulously crafted for our esteemed clients' digital aspirations
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Custom Solution Crafting​
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Our team meticulously crafts bespoke solutions designed exclusively for your business landscape. Leveraging cutting-edge technologies and innovative approaches, we tailor our services to seamlessly align with your objectives and vision.
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Agile Developmental Framework​
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Embrace agility with our development framework, ensuring adaptability to evolving project dynamics. Witness a transparent, iterative process that prioritizes feedback, incorporates changes seamlessly, and delivers tangible results at every milestone.
Continuous Communication Channels
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Stay connected with our dedicated communication channels for regular updates and interactive feedback, fostering a collaborative partnership at every step.
Performance Optimization and Growth Strategies
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Beyond project completion, our commitment extends to performance optimization and growth strategies. Benefit from post-engagement support, data-driven insights, and ongoing enhancements to ensure your digital journey continues to evolve and thrive.
Let's Work Together
1. Contact Us
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Fill out the Contact Form and get in touch with us
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2. Get a Consultation
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Get on a call with Digital Engine's experts
3. Get aCost Estimate​
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For your project needs, we offer a tailored proposal with budget and timeline details.
4. Project Launch​
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After project approval, we assemble a cross-disciplinary team to initiate your project.
We Build for You. Whatever You Need!
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