We lead the software technology outsourcing market by providing our clients with IT development and high-end software solutions. With our help, you will accomplish even the most demanding projects.



Unit 303, 3rd-Floor, TOWER-B, Bestech Business Tower, Punjab 160066

+91 7340885700

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We empower machines to perceive, listen, and acquire knowledge. Our team of AI Engineers crafts practical AI solutions that harness the power of Artificial Intelligence while embracing the subtleties of Natural Intelligence. In contrast, our ML Developers do more than merely inputting data into machine learning algorithms; they seamlessly integrate data science principles with contemporary engineering practices.

Collaborate with the Premier AI and ML Development Firm

We are a reputable AI and ML company renowned for providing client-centric, results-driven, and practical AI and ML solutions to businesses of all sizes. Our team of AI engineers and ML developers excels in identifying AI opportunities and overcoming obstacles to deliver forward-thinking, innovation-powered, and highly intelligent business solutions.

At Miracle Group, we harness the latest tools and technologies to craft tailored ML models. We assist you in both the creation and deployment of ML models and algorithms, enabling you to make informed decisions. Our AI and ML services are designed to empower our clients to navigate disruption risks and enhance their adaptability in this evolving landscape. If you have a concept for an AI/ML project, we are well-equipped to transform it into a tangible reality.

Utilizing AI and ML Solutions for Crafting Contemporary Digital Experiences

Within our comprehensive suite of AI and Machine Learning Services, we specialize in crafting robust and cutting-edge AI solutions leveraging our expertise in software, mobile, and web development. Our AI developers excel in decision-making and problem-solving, harnessing intelligent AI software to enhance your efficiency, reduce expenses, and eliminate errors. Secure the services of an AI Developer today to transform your operations.

Our team specializes in crafting robust unsupervised and supervised algorithms designed to streamline your operations. By minimizing the need for manual intervention, we enhance operational efficiency, reduce errors, lower costs, ensure timely execution, and elevate reliability. Secure the services of a skilled ML engineer today.

At Miracle Group, we deliver high-quality Natural Language Processing (NLP) services powered by state-of-the-art AI tools. Our expertise lies in extracting, processing, analyzing, and comprehending structured data, enabling you to uncover valuable insights. Our NLP solutions are versatile and can assist in training chatbots, enhancing business intelligence, advancing analytics, and much more.

Advanced Deep Learning represents a refined and automated evolution of Machine Learning. This cutting-edge AI technology has the potential to significantly enhance forecasting, decision-making, and other critical operations. Bacancy harnesses the finest Deep Learning practices to construct resilient and scalable solutions.

We specialize in crafting interactive chatbots equipped with cognitive abilities through the use of machine learning, natural language processing (NLP), speech recognition, text analysis, and automation. Utilize our AI and machine learning services to construct personalized chatbots tailored to your business requirements. We have the expertise to develop task-oriented chatbots (declarative) as well as data-driven and predictive chatbots (conversational) to meet your specific needs.

Our approach involves bridging the gap between the physical and digital realms through the integration of IoT, AI, and ML technologies. We are dedicated to crafting both the necessary hardware and software components for seamlessly connecting IoT sensor nodes, simplifying data collection. Our expert AI and ML teams are committed to creating intelligent technology solutions that can adapt to your specific requirements, emulating human behavior.

Our team consists of AI engineers and ML developers with extensive experience and expertise in creating comprehensive automated analytics solutions using machine learning and data science methodologies. We craft cutting-edge self-learning analytics tools that employ advanced algorithms to identify patterns, analyze anomalies, make future predictions, formulate response strategies, and initiate actions.

At Miracle group, we specialize in creating mobile applications infused with the power of Artificial Intelligence (AI) and Machine Learning (ML). Our AI and ML Services encompass not only the development of standalone AI/ML mobile apps but also the seamless integration of AI and ML capabilities into your existing mobile applications. This integration aims to boost your apps' performance, efficiency, personalization, and overall intelligence.

At Miracle Group, we specialize in developing customized tools for analyzing videos and images in the field of computer vision and machine vision systems. Our expert team leverages technologies like OpenCV to enhance current computer vision algorithms or to create new algorithms rooted in mathematical models.

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We expedite the launch of digital products while ensuring your success.
We employ Slack, Jira, and GitHub for precise deployment and efficient communication.

Tools and Technologies Employed in Providing AI and ML Services


Python | Java | R | Scala | SQL | C++ | LISP | PROLOG | RUST | Haskell | 3TypeScript | C # CoffeeScript | Julia | Scala | Swift | GO | Bash


Tensorflow | Scikit-learn | SciPy | Flask Django | RASA | NumPy | NLTK


Azure | Amazon Web Services | Google Cloud | SPSS Apache Hadoop | Kubernetes | Apache Cassandra | MongoDB | Access | Macros | SQL


Convolutional and recurrent neural networks (LSTM, GRU, etc.) | Autoencoders (VAE, DAE SAE, etc.) | Generative adversarial networks (GANs | Deep Q-Network (DQN) | Feedforward Neural Network | Radial basis function network | Modular neural network


Kibana | SAS | Power BI | Amazon Quick Sight | Qlik | Microstrategy | Tableau

Our Success Stories in AI and ML

Explore the impressive solutions created by our seasoned AI and ML engineers to address real-world challenges and support our valued clients in overcoming startup obstacles.


Masking for Car Images

Core Technologies – Python | Keras | Node | React

The client is the most renowned automobile sales company in the United States, primarily specializing in online sales of pre-owned cars. Our team of expert AI and machine learning programmers has delivered effective solutions to capture high-quality photographs, eliminate shadows, and enhance images with consistent colors to meet industry-standard image requirements.

Masking for Car Images


Sorting of Harmful Questions

Core Technologies – Python | Keras | Node | React

The client requested an automated system for detecting and filtering inappropriate language in order to enhance the quality of conversations. Our team of AI and machine learning developers collaborated with the client to create a toxic language detection model, aimed at assisting end-users and facilitating more efficient online conversations.

Anticipate the Category of the Image


Anticipate the Category of the Image

Fundamental Technologies – Python | Keras | Flask | React

The client requested the development of a feature that can predict the product category from an image or a set of images associated with the product. This feature, in conjunction with the product ID, allows the model to accurately predict the product category. Our team of AI and ML specialists successfully created a system capable of forecasting a standardized category.

Sorting of Harmful Questions

Applications of Artificial Intelligence and Machine Learning

Personalized Recommendation Systems

Our team designs recommendation systems tailored to your specific business needs, harnessing the power of machine learning algorithms to provide highly relevant suggestions. We’ve developed collaborative filtering, content-based filtering, and hybrid recommendation engines. These versatile recommendation systems can enhance upselling and cross-selling strategies across various industries, including e-commerce, retail, media & entertainment, finance & banking, and more.

Image Processing

Our artificial intelligence-powered image processing models can accomplish a wide range of tasks, including measuring the dimensions of images, identifying specific objects within a collection of images, resizing images, detecting patterns within an image, diagnosing medical X-rays, enhancing image quality, adding annotations, applying filters, and more. These models find applications in various fields such as traffic monitoring, anomaly detection, facial recognition, image manipulation, branding, marketing, and more.

Engage with Interactive Chatbots

Our AI-powered conversational bots, whether text or voice-driven, are designed to serve as digital assistants that continuously learn and adapt. We equip these chatbots with cognitive abilities, enabling you to leverage them for improving IT service management, optimizing customer communication in call centers, streamlining internal processes, and delivering automated customer support.

Process Automation

As a leading AI and ML company, we employ process automation to eliminate repetitive and mundane tasks. Our goal is to enhance resource efficiency and reduce the time and costs associated with specific operations. Our process automation solutions and services enable you to streamline your business processes and significantly boost the speed of execution.


Object Recognition

As an AI and Machine Learning development company, we have created a method for recognizing specific objects within images and extracting valuable information for various applications. Object detection serves as the fundamental technology behind numerous vision-based AI applications, such as autonomous vehicles, animal detection in agriculture, people identification in security systems, vehicle recognition in traffic management, medical feature detection in healthcare, and more.

Voice-Powered AI

Intelligent voice assistants such as Siri, Cortana, Alexa, and Google Assistant have become widespread. Our Voice-Powered AI assistants actively listen to humans and predict their needs. Our Smart Voice-Powered AI is utilized for tasks like scheduling appointments, recording notes, setting alarms, providing weather updates, planning travel, making phone calls, and so much more


Optimizing Inventory Management

Our company has created powerful data-driven forecasting systems to streamline production and improve inventory management. Our machine learning models, which have been developed, deployed, and trained, are capable of accurately predicting product sales and likely consumption patterns. This enables us to enhance inventory management, optimize demand forecasting, and optimize supply chain operations.

Sentiment Analysis

We have created a sentiment analysis model using Natural Language Processing techniques to extract valuable insights from the data we’ve collected. Our sentiment analysis model is capable of conducting Graded Sentiment Analysis, Emotion Detection, Aspect-Based Sentiment Analysis, and Multilingual Sentiment Analysis.


Medical Artificial Intelligence

We employ Clinical AI to significantly enhance automation in various aspects of patient diagnosis. Clinical AI plays a pivotal role in tasks ranging from deciphering the nature of a patient’s ailment to extracting valuable medical information from their history and available documents. Its integration accelerates the treatment process and enhances the overall quality of healthcare services.


AI-Powered Web Scraping

Our advanced use of Artificial Intelligence streamlines the web scraping procedure, ensuring efficiency and speed. AI-based web scraping is a valuable resource to help you save time and energy. This cost-effective tool is particularly well-suited for businesses requiring regular web data extraction.

Industries Supported by Our AI and ML Company



Social Networking
Social Networking



Health & Fitness
Health & Fitness








Photo & Video
Photo & Video


Why Should You Choose Our AI and ML Development Company?

A growing number of businesses are now tapping into the potential of AI and ML technologies. However, locating the right Artificial Intelligence and Machine Learning development services tailored to their specific needs can be a challenge. Bacancy stands out as a leading AI ML company with a stellar reputation for crafting innovative, data-driven solutions.

Bacancy boasts a team of highly skilled AI engineers and ML developers who offer AI and ML Services on a global scale. Our AI & ML services have enabled businesses to streamline their operations, strengthen customer relationships, boost productivity, embrace agility, and realize impressive returns on investment. Furthermore, our customized AI and ML solutions ensure that our clients remain competitive and relevant in the constantly evolving market landscape.

Benefits of Collaborating with Miracle Group:

  • Agile Approach
  • Clear and Transparent Pricing
  • Certified Experts in AI & ML
  • Top-notch AI/ML Services
  • Adaptable Engagement Options
  • Extensive Experience across Various Industries
  • Comprehensive Non-Disclosure Agreement (NDA)
  • Guaranteed Client Satisfaction
  • No Geographic Constraints
  • Hassle-free Exit Policy

Our Enhanced Capabilities

By establishing a AI & ML development center, we offer our tailored engagement models cater to the unique needs by providing B2B and B2C Dedicated development support.

Our Development Center Strength


Agile Developers


Agile Coaches


AI & ML Developers


Certified Scrum Masters

Work at Your Time Zone

Easy Communication

Hire in 48 Hours

In Business Since 2011

5/5 Pro User Rating

AI and ML extend beyond solely prediction and classification. Here are several alternative scenarios where they can be applied and put into practice:

  1. Image Processing (Enhancing image quality, Analyzing images, Generating synthetic images, Creating image captions)
  2. Text Generation (Answering questions, Crafting chatbot responses, Summarizing text)
  3. Video Processing (Recognizing actions and individuals in videos, Summarizing video content)

AI and ML can utilize any data that can be converted and represented as numerical values. Here is a list of data types suitable for these technologies:

  1. Tabular data
  2. Text
  3. Images
  4. Videos
  5. Graphs
  1. Limited Availability of Training Data: One of the constraints of AI and ML lies in the scarcity of extensive training datasets. These algorithms heavily rely on large sets of data to learn and generalize patterns, making their effectiveness contingent on data availability.

  2. Data Labeling Challenges: Deep learning and traditional machine learning algorithms are typically supervised, necessitating the manual labeling of data with corresponding labels. This process is time-consuming and introduces biases, as humans may make errors when annotating data. For instance, annotating car parts for damage detection can be prone to inaccuracies, leading to models that often fail to achieve high accuracy.

  3. Lack of Generalization: ML and DL models trained for specific scenarios may struggle to produce satisfactory results when applied in different contexts. This limitation requires the retraining of models to adapt to new situations, making them less versatile.

  4. Lack of Model Transparency: Understanding the inner workings of AI and ML models can be challenging, which makes debugging and interpretation problematic. Nevertheless, several analytical tools can assist in gaining insights into model behavior and addressing this limitation.

You can create a RestAPI-based URL and seamlessly integrate it into your application. This URL will enable your application to access and utilize the underlying ML implementation by providing the necessary parameters.

The implementation of AI and ML solutions involves two main phases:

Phase 1: Building the model, training it, testing it, and fine-tuning it. Phase 2: Deploying the model in a production environment.

In Phase 1, it is necessary to establish a cloud-based cluster of servers equipped with GPUs/TPUs to facilitate machine learning (although a single machine can be used). When dealing with image and text-based data processing, training can be time-consuming when performed on a single machine. To expedite the training process, it is advisable to utilize a cluster of servers for distributed computing. Several factors need to be taken into account when calculating the costs during the training phase:

  1. Cost of the number of devices used for the training phase (on an hourly basis).
  2. Network I/O costs.

Additionally, during the prediction phase, the costs associated with the number of devices used should also be considered.

AI and ML produce probabilities or likelihoods as outputs rather than precise outcomes. For example, determining the winner of the EPL league can be challenging. Nevertheless, by analyzing historical data and relevant contextual information, the model can make predictions, suggesting that a particular team has a 95% probability of winning

Our team comprises highly skilled and experienced AI and ML developers with deep knowledge and a wealth of experience in creating cutting-edge solutions that deliver the desired features and flawless performance. On average, our AI and ML developers at Bacancy have more than four years of industry experience. Choose our seasoned AI and ML developers to benefit from top-notch AI and ML development services that can help you achieve your desired business outcomes

Absolutely, when you hire AI and ML developers from us, they will exclusively focus on your project as if they were your own employees. You will enjoy complete access and full control over them through a communication platform of your choice.

Absolutely, we will. When you hire AI and ML Developers from us, we ensure they align with your chosen time zone (EST/PST/CST/MST), meet deadlines, and achieve project milestones. For further information, please contact us at [email protected] or reach out to us on Skype at "Miracle Group".

Absolutely! Rest assured that our AI and ML developers and designers are highly proficient in crafting websites that are optimized for search engines. This encompasses various SEO elements, such as server-side rendering, incorporating interactive and modern UI/UX trends, leveraging schema mark-ups for enriched search results snippets, and establishing easily crawlable site structures and URLs to enhance the SEO-friendliness of your website.

Miracle Group offers three distinct hiring engagement models:

  1. Dedicated Developer:

    • Monthly Basis: 160 hours per month, 8 hours a day, 5 days a week.
  2. Hourly Basis:

    • Hours per Month: We utilize time tracking tools such as Time Doctor and Hubstaff for precise time tracking.
  3. Time and Material Basis:

    • You can present your project requirements to our team. Our team will assess your needs and subsequently provide you with a comprehensive project estimate, including time and cost, as well as a project roadmap.

Please communicate in English.

At Bacancy, we rely on established project management tools such as Jira, Trello, Pivotal Tracker, Asana, and more. These tools enable you to monitor the productivity of our AI and ML developers and keep tabs on the daily advancement of your project. You can easily create tasks, assign work, and track development progress using these platforms.

Certainly, you will possess full 100% ownership of your AI and ML project. This encompasses items such as NDA, copyright, source code, intellectual property rights, and more.

Please use the English language.

First and foremost, we strive to ensure your complete satisfaction, and we believe such a scenario is highly unlikely. However, should the need arise, either party involved in this agreement can terminate the contract with or without specific cause. To do so, written notice of at least 14 days (2 weeks) must be provided to the other party. Following the termination of this agreement, Bacancy will issue an invoice for the work completed up to that point. The client is required to settle this invoice within 3 business days. The termination invoice will itemize any outstanding work and the corresponding amount for work completed until the termination date. Upon termination, all work completed up to that point will be provided to the client in a usable electronic format.


Top 1% IT Talent

Interested in revolutionizing your business through cutting-edge workflow automation? Our expertise lies in assisting you in adopting the next generation of e-forms, data analytics, and data visualization tools, all powered by the latest advancements in workflow automation technology.


Time Zone Aligned

Interested in revolutionizing your business through cutting-edge workflow automation? Our expertise lies in assisting you in adopting the next generation of e-forms, data analytics, and data visualization tools, all powered by the latest advancements in workflow automation technology.


Experienced Team

Interested in revolutionizing your business through cutting-edge workflow automation? Our expertise lies in assisting you in adopting the next generation of e-forms, data analytics, and data visualization tools, all powered by the latest advancements in workflow automation technology.

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