Our Insights

Our team developed an automated market news dashboard on AWS, delivering timely, curated market insights while eliminating noise. Focusing on crucial currencies, this tool empowered decision makers with the agility needed to respond to market dynamics.

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KEY CHALLENGES

• Data warehousing of social media data.
• Web scraping of blogging sites.
• Misinformation filtering using Machine Learning.
• Data visualisation of events layered on major news headlines.

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KEY OUTCOMES

Timely Market Insights

Provided real-time, relevant market news and analysis.

Noise Reduction

Filtered out irrelevant information and misinformation.

Currency Focus

Concentrated on key currencies for targeted insights.

Decision-Making Agility

Empowered decision-makers to respond quickly to market changes.

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SYMBIONIX@WORK

Sentiment Analysis

Utilised machine learning to determine sentiment on various currencies.

Misinformation Filtering

Employed machine learning to filter out junk, bot activity, and misinformation.

Big Data Analytics

Analysed news events through a big data warehouse, deriving insights layered over time to identify changes in market cycles.