We are seeking an experienced AI specialist to develop an automated system for curating news content for a French news channel on Telegram, taking inspiration from the success of twitter.com/mediavenir or twitter.com/spectatorindex.
The primary goal is to identify and select the most relevant, engaging, and unique news articles focused on politics, society, and economics in France, ensuring the content resonates with our audience.
The system should also harness Telegram's engagement metrics (likes, dislikes, shares) to guide content selection and refine our posting strategy over time, aiming for high engagement and audience satisfaction.
Responsibilities:
- News Aggregation: Design and implement an efficient mechanism for aggregating news from diverse sources, including news APIs (like newsapi.org), RSS feeds, and social media platforms. Twitter can be a good thing (but I don't know how to deal with api limitations)
- Content Selection AI: Develop or integrate AI models for analyzing news content to select articles based on their relevance, potential interest to our audience, and uniqueness, while avoiding duplication.
- Engagement Analysis: Utilize engagement metrics available on Telegram to assess the performance of posted content, using insights from this data to continuously improve our content selection criteria and posting strategies.
- Real-time Processing: The system must be capable of processing news content and engagement data in real-time to ensure timely and relevant news updates.
- Continuous Learning and Adaptation: The system should feature mechanisms for ongoing learning and adjustment, allowing it to evolve in response to changing news landscapes and audience preferences.
Requirements:
- Expertise in AI and machine learning, particularly in natural language processing (NLP) and predictive analytics.
- Experience with integrating and utilizing news APIs, RSS feeds, and extracting data from social media platforms.
- Proficiency in developing Telegram bots and analyzing engagement metrics.
- Strong programming skills, especially in Python, with experience in relevant libraries and frameworks (e.g., TensorFlow, PyTorch, spaCy).
- Speaking french would be a great bonus
Ideal Candidate:
- Possesses a track record of working on similar projects involving news aggregation, AI-driven content curation, and engagement analysis.
- Is innovative and open to employing new technologies and methodologies to meet and exceed project objectives.
- Demonstrates the ability to work independently, with a commitment to transparency and regular project updates.
Interested candidates should submit:
- Their qualifications.
- Examples of similar projects they've completed, focusing on AI-driven content curation and engagement analysis.
- Their proposed approach for addressing the challenges outlined in this project.
- Availability for a preliminary video talk to discuss project specifics.
Budget: $2,000
Posted On: February 03, 2024 08:10 UTC Category: Machine Learning Skills:Python, Machine Learning, Data Science, Natural Language Processing, Data Scraping, Artificial Intelligence, Content Writing
Skills: Python, Machine Learning, Data Science, Natural Language Processing, Data Scraping, Artificial Intelligence, Content Writing Country: France
click to apply
Project ID:
3369092
Project category:
Python, Machine Learning, Data Science, Natural Language Processing, Data Scraping, Artificial Intelligence, Content Writing
