Unlock the full potential of your business data with our advanced Data Analytics Services. We specialize in transforming raw data into actionable insights, empowering you to make informed decisions. Our services include big data consulting, predictive analytics, and data visualization, using cutting-edge tools and technologies like distributed computing frameworks, data lakes, and cloud platforms. With our expertise, we help enterprises navigate the complexities of big data, optimize operations, and drive strategic growth.
We Take Pride in Our Numbers!
8+
Years of Experience
30+
Countries serviced
700+
Projects completed
50+
Developers
Our Services for Data Analytics
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Data Analysis​
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We transform raw data into actionable insights through advanced techniques like exploratory data analysis (EDA), statistical modeling, and machine learning. Our comprehensive approach includes data cleaning, preparation, visualization, and customized reporting to drive informed business decisions.
Data Strategy Development​
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We conduct in-depth data assessments to identify hidden opportunities and create tailored data roadmaps for your business. Our data-driven approach helps you extract maximum value from your data through advanced analytics, enabling informed decision-making, optimized operations, and innovative product development.
Data Analytics Consulting​
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From crafting robust data strategies and executing in-depth data analysis to building predictive models and establishing robust data governance frameworks, we empower businesses to make data-driven decisions. Our expert team provides tailored solutions to address your unique challenges and drive business growth.
Predictive Analytics​
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Leveraging cutting-edge statistical methods and machine learning algorithms like linear regression and random forests, we build highly accurate predictive models. Our expertise empowers businesses to make informed decisions, optimize operations, and gain a competitive edge.
The Specialized Areas of Our Data Analyst
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Machine Learning
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Leveraging advanced frameworks like Keras, PyTorch, and Scikit-learn, we employ a wide range of techniques including reinforcement and transfer learning to develop highly efficient models. Our collaborative approach between data analysts and AI developers ensures optimal results for critical applications such as predictive maintenance and anomaly detection.
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Data Processing​
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We meticulously clean, transform, and enrich data using advanced tools like SQL, Python, and R. By performing rigorous data cleansing and feature engineering, we create high-quality datasets essential for building robust machine learning models.
Model Fine-tuning​
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We employ advanced techniques like hyperparameter tuning, cross-validation, and grid search to refine model architecture and enhance accuracy. By meticulously assessing performance metrics, we identify areas for improvement and iteratively refine models for optimal results.
Deep Learning
​With a deep understanding of frameworks like TensorFlow, Caffe, and Theano, we specialize in developing high-performance neural networks, including CNNs and RNNs, tailored to your specific business needs. Our models deliver superior results and drive innovation.
Supervised and Unsupervised Learning​
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With expertise in both supervised and unsupervised learning algorithms, including decision trees, SVMs, k-means, hierarchical clustering, and t-SNE, we effectively analyze labeled and unlabeled data. These insights are essential for building and refining AI models that drive business growth.
Feature Engineering​
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We employ advanced techniques like Principal Component Analysis (PCA), feature scaling, and one-hot encoding to extract meaningful information. Our expertise extends to domain-specific feature engineering, including image feature extraction for computer vision applications. These capabilities are essential for building robust and accurate machine learning models.
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.
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.
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.
phi-2​
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Phi-2 is a sophisticated 2.7 billion parameter Transformer that performs close to top-tier on important language understanding and reasoning benchmarks. It is enhanced with a variety of NLP data.
Google Gemini
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Gemini is a family of multimodal large language models developed by Google DeepMind, serving as the successor to LaMDA and PaLM 2. Comprising Gemini Ultra, Gemini Pro, and Gemini Nano, it was announced on December 6, 2023.
Vicuna​
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Vicuna is a chatbot designed for AI, NLP, and machine learning research. It is based on Llama 2 and was improved with user interactions via ShareGPT. Its target users are researchers and enthusiasts in these fields.
Mistral-7B-v0.1
Mistral-7B is a decoder-based LM that performs two tasks: it creates material and modifies it by categorizing user prompts and answers into groups that include illicit acts such as fraud, child abuse, and terrorism.
bloom-560m
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In addition to direct language exploration, the Bloom-560M model serves specific tasks including information extraction, question answering, and summary for public research in text generation and analysis.
Tech Stack: The Tools Our Data Scientists Use
AI Frameworks
Collaborative Tools
Data Preprocessing
Integration and Deployment Toold
Programming Languages
Data Visualization Tools
Cloud Providers
Databases
ML
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.