ai-ml

dharma.h

AI &
Machine Learning

Smarter Systems. More informed data-driven decisions. Improve productivity and response time. The goal of Artificial Intelligence (AI) is to simulate natural intelligence to solve a complex problem. The goal for Machine Learning (ML) is to learn from data on certain tasks to maximize the performance of the machine on this task. ML allows systems to learn new things from data – whereas AI helps in decision making. Of sorts, ML is an approach to the science of AI. Be it data classification, clustering, recommendation engines, generative frameworks, or predictions, AI & ML can help achieve them all.

 

dharma.h leverages its deep domain knowledge, capabilities, and expertise to help design, build, and architect the right system for your business use-case.

Artificial Intelligence

AI is a constellation of technologies that allows machines to sense, comprehend, act, and learn to extend human capabilities. The objective of businesses is to strive to be smarter, faster, efficient, and more competitive. AI empowers organizations to tackle multidimensional problems using a non-traditional approach. We at dharma.h understand the complexities of real-life challenges and map them into algorithms for better efficacy of your business.

Intelligent Automation

Intelligent Automation processes large amounts of data, creating the next-level transformation. It uses Decision Support Systems and other algorithms to create and arrive at actionable insights. It can handle complex information processing and management at scale and generate automative actions. The amalgamation of multiple technologies helps curb human error and improves overall efficacy and organization level performance, bringing in intelligent automation at the micro process levels.

Cognitive Computing

Cognitive Computing aims at answering ambiguous and uncertain questions with the use of computerized models to simulate the human thought process in complex situations. It synthesizes data from various information sources while weighing context and conflicting evidence to suggest the best possible answers. It is built and designed on information and data which is adaptive, interactive, iterative and stateful, and contextual. The model is built on Engagement, Decision, and Discovery. Actional insights from images, video, or bots built on NLP are some use cases of cognitive computing.

Predictive Modeling & Analytics

Predictive modeling and analytics is the process of creating, testing, and validating a model to best predict the probability of an outcome. It uses data-mining technology that works by analyzing historical and current data and generating a model to help predict future outcomes.

 

Several modeling methods from machine learning, artificial intelligence, and statistics are used. Some of the most used models are to address issues of classification, clustering, forecasting, time series, and outliers models. Some commonly used techniques are regression and neural networks.

 

We help companies build and develop predictive modeling to forecast events, customer behavior, as well as financial, economic, and market risks and other such use cases. Some common use cases are identification, forecasting, and insightful clustering for Customer Lifetime Value Model, Customer Segmentation Model, Predictive Maintenance Model, Quality Assurance Model, and other such use cases. It can also be used for Anomaly / Fraud Detection, Optimizing Marketing Campaigns, Improving Operations, and reducing risks.

Services

  1. Engineering Services

    Dream. Build. Scale. Automate. Innovate. dharma.h has engineering rooted in our core DNA. With deep domain expertise, we help architect, build, optimize, and innovate application spaces for the future.

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  2. Cloud & DevOps

    Scale Up. Scale-Out. Scale Right. Reimagine your business. dharma.h is AWS and GCP Cloud Partners. We enable cloud adoption, deployment, management, optimization, and security, empowering your business to scale.

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  3. Business Transformation Services

    Transform. Evolve. Grow. Gain, better insight. dharma.h combines technology and deep domain expertise to answer impending, decision critical questions for your business. We assist better your digital strategy and other core functions of your business - empowering you in today's data-driven era.

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  4. AI & ML

    Smarter Systems. More informed data-driven decisions. Improve productivity and response time. We design, build, architect data-driven intelligence to empower data classification, clustering, recommendation engines, generative frameworks, or predictions, and other use cases with the help of AI & ML. Enabling Intelligence at the core of your business.

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  5. Interface and Experience Design

    Dream. Design. Deliver. Create disruptive end-user Experience. At dharma.h we utilize design thinking to create experience platforms for product design, packaging, social and other marketing content, websites and e-commerce, mobile applications, backends, data visualization platforms, and other user interaction interfaces. Dependable interfaces and interactions designed for personalization, detailed measuring, value-driven commerce, advanced analytics, and laser-focused targeting.

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  6. Cyber Security

    Protect. Immunize. Vaccinate. Be Vigilant. Build secure systems. Protect infrastructure, system, data. dharma.h ensures proactive and adaptive approaches to building resilient systems with tailored implementations and deployment of relevant tools protecting the key assets of your core business. Empowering Security, enabling business continuity building resilience.

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  7. Digital Marketing

    Technology. Marketing. Objective. Happily Married. Grow. Scale. Build. Reach Out. dharma.h with its technology DNA helps design and deliver better ROI, performance-driven marketing strategies, and campaigns. We build and execute tailored digital marketing strategies to address your core marketing objectives. Empowering your digital marketing, we enable businesses to achieve disruptive outreach.

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  8. Research and Development

    Innovate. Develop. Conceptualize. Disrupt. dharma.h combines the power of innovative research and development alongside a deep understanding of Technology. Offering R&D as a service, we help create a proof of concept (POC‘s) and prototype new concepts and products. We enable businesses to create future breakthroughs and innovation with technology. At dharma.h we empower you to possibilities limitless.

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