Projects / AI Innovation Challenge

Leveraging Natural Language Processing for Mongolia Landscape

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Developing a comprehensive, integrated system specifically designed for the Mongolian digital environment, this project aims to aggregate social media interactions in near real-time. The project endeavors to significantly enrich the fields of Artificial Intelligence and Data Science. This will be achieved by incorporating a diverse range of data from various Mongolian digital platforms and by fine-tuning multiple models to better understand and process the Mongolian language. In this 8-week challenge, you will join a collaborative team of 50 AI engineers from all around the world.

The problem

The primary goal of this project is to develop a cutting-edge system tailored specifically for Mongolia’s unique digital environment. This innovative platform aims to efficiently aggregate and analyze social media interactions in near real-time, offering a comprehensive view of the digital landscape in Mongolia. By collecting a diverse range of data from various Mongolian digital platforms, the project seeks to make significant advancements in Artificial Intelligence and Data Science.

A crucial aspect of this endeavor is the focus on enhancing the understanding and processing of the Mongolian language. The system will be fine-tuned with advanced algorithms and models to adeptly handle the linguistic intricacies and colloquialisms inherent in digital communications in Mongolia. This project not only aims to provide valuable insights into public opinion and trends within the Mongolian digital sphere but also strives to push the boundaries in technology and linguistics, fostering a deeper connection between AI, data science, and the Mongolian digital culture.

The project goals

The project’s overarching goal is to create an advanced system specifically designed for Mongolia’s unique digital environment, achieving several key objectives:

  • Real-time Data Aggregation: Efficiently gather and analyze social media interactions in near real-time, providing an in-depth overview of online activity within Mongolia.
  • Advancements in AI and Data Science: Utilize the rich data from Mongolian digital platforms to drive significant progress in the fields of Artificial Intelligence and Data Science.
  • Mongolian Language Processing: Develop and refine models capable of accurately interpreting and processing the Mongolian language, taking into account its unique linguistic features and digital colloquialisms.
  • Insightful Analytics: Provide comprehensive insights into public opinion, trends, and patterns, aiding informed decision-making and understanding of the digital landscape in Mongolia.
  • Cross-Disciplinary Collaboration: Foster collaboration across linguistics, computer science, and data analytics to create a system that is technologically sophisticated and culturally attuned to Mongolia.

In essence, the project aspires to bridge technology and linguistic nuances, offering a pioneering platform that not only enhances understanding of Mongolia’s digital sphere but also contributes to the global advancement of AI and data science.

Why join? The uniqueness of Omdena AI Innovation Challenges

A collaborative experience you never had in your working life! For the next eight weeks, you will not only build AI solutions to make a real-world impact but also go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.

And the best part is that you will join a global and collaborative team of changemakers. Omdena AI Challenges are not a competition or hackathon but a real-world project that will take your experience of what is possible through collaboration to a new level.

Find more information on how an Omdena project works

First Omdena Project?

Join the Omdena community to make a real-world impact and develop your career

Build a global network and get mentoring support

Earn money through paid gigs and access many more opportunities



Your Benefits

Address a significant real-world problem with your skills

Get hired at top companies by building your Omdena project portfolio (via certificates, references, etc.)

Access paid projects, speaking gigs, and writing opportunities



Requirements

Good English

A very good in computer science and/or mathematics

(Senior) ML engineer, data engineer, or domain expert (no need for AI expertise)

Basic knowledge in programming language (Python, Java,… etc)

Understanding of Machine Learning or NLP or AI



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