Services

At NextLink, we utilize a comprehensive toolset coupled with our team’s expertise on various learning methods and algorithms – all tailored to deliver accurate, fast and business-oriented outcomes.

NextLink’s Machine Learning solutions enable you to exploit the true potential of your information.

We arm our experts with tools, algorithms, and our keen business acumen to deliver promised results.

 

Reinforcement Learning

  • Involves trial-and-error to find the most rewarding outcome while connecting applications and business processes.
  • Employs methods including the exploration/exploitation tradeoff, Markov Decision Processes (MDP, Q-learning, policy learning and deep reinforcement learning.

Semi-Supervised Learning

  • Involves the combination of labeled and unlabeled training data.
  • Employs methods like classification, regression, prediction and gradient boosting.

Service Learning

  • Involves identifying inputs and outputs.
  • Employs methods like classification, regression, prediction and gradient boosting.

Unsupervised Learning

  • Involves data sets without historical data or the identified output.
  • Employs methods/algorithms, such as self-organizing maps, k-nearest neighbor mapping, singular value decomposition and k-means clustering.

Toolset

Algorithms

Industries

Transportation

We analyze the traffic data in order to predict potential problems on certain routes and utilize Game theory to identify the best alternate routes. For insurance service providers, it helps determine the optimum insurance rates based on the accident prediction probability. For the transport service providers, we help optimize the delivery times of their fleet to make their services more efficient and customer-centric.

Healthcare

We facilitate the prediction of the best clinical advice for patients based on the insights generated from the patients’, drugs, trials, & other clinical information. We also help in understanding the potential effectiveness of a drug during its trials, predict epidemic outbreaks and establish the government-level medical preparedness controls to fight wider emergencies.

Marketing & Sales

We help our clients with consumer data analysis, understanding behavior patterns of customers, ensuring a personalized customer experience, and making the most accurate & personalized product recommendations. In addition, we help the marketing teams maximize the effectiveness of their marketing campaigns by improving the target segment definitions and identifying their triggers.

Financial Services

We use machine learning to derive key insights from financial data in order to detect and prevent financial fraud. This technology finds its application not only in identifying the investment and trade opportunities but also, it becomes a great tool for trading and risk management (TRM). It also identifies those individuals or institutions that are prone to financial risk and triggers necessary action in a timely matter.

Approach

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