Overview of the System: To automate the process of identifying key news stories and economic events, then finding relevant academic experts for interviews, we need a structured workflow with three core components:
1. News Feed Monitoring & Story Extraction Objective: Scrape or fetch top stories daily from major news sources (BBC, FT, NYT). Identify the most relevant 10 stories for academic discussions. Extract key details (headline, summary, category, and related experts). Process: News Scraping & API Integration: Use RSS feeds or news APIs (BBC News API, NYT API, FT API) to pull daily stories. https://www.bbc.co.uk/news/10628494 https://developer.nytimes.com/apis Apply NLP (Named Entity Recognition, NER) to extract topics, locations, and institutions
Story Selection & Categorization: Use an LLM or rule-based filtering to: Select 10 most relevant stories daily. Categorize them (Politics, Science, Economics, Law, etc.).
Finding Relevant Academics: Search Semantic Scholar, OpenAlex, ArXiv, CORE, or university directories /our own databases for 5 academic experts per story. Prioritize experts based on: Their recent papers on similar topics. GET THEIR emails.
Output & Storage: Generate a structured daily report (JSON) with: Story headlines & summaries. Academic expert details (Name, Affiliation, Contact, Paper Links). 5. Send automated email drafts to invite experts DAILY.
2. Economic Calendar Event Monitoring Objective: Track major global economic events (UK, EU, US, Asia). Extract upcoming financial events (e.g., interest rate decisions, GDP releases). Find experts to analyze these events. Process: Data Sources & Event Monitoring: Integrate economic calendar APIs (ForexFactory, Investing.com, TradingEconomics, FRED). Fetch major scheduled events: Monetary policy meetings (Fed, ECB, BoE, BoJ, PBoC). GDP, inflation, employment reports. Market-moving events (OPEC meetings, IMF/World Bank reports). Event Categorization & Prioritization: Use event scoring based on: Global impact. Historical volatility caused by similar events. News coverage sentiment. Finding Academic Experts: Identify economists, financial analysts, and policy researchers via: University economics departments. Central bank research papers. Financial market analysis reports. Output & Storage: Generate a daily/weekly report with: Event summary. Impact analysis. 5 expert contacts for interviews. Automate email drafts for outreach.
3. Automation & Execution Plan Technology Stack Data Collection: RSS Feeds, APIs (News & Economic Calendar). Processing: Python (Pandas, NLP, Scraping). Storage: Google Sheets / Database. Expert Search: OpenAlex, Semantic Scholar, University Directories. Email Automation: Google Workspace API (Gmail), Mail Merge. Scaling & Refinement Phase 1: Automate daily reports (news + economic events) and manually review expert selection. Phase 2: Automate expert filtering with relevance scoring. Phase 3: Fully automate outreach emails with AI-generated pitch drafts.
Engagement Photo & Video Coverage Category: After Effects, Color Grading, Content Creation, Photo Editing, Photography, Video Editing, Video Services, Videography Budget: ₹1500 - ₹12500 INR
22-Nov-2025 04:58 GMT
Urgent Laravel Routing & MySQL Fix Category: API Development, Backend Development, Database Management, Debugging, HTML, Laravel, MySQL, PHP, Web Application, Web Development Budget: ₹1500 - ₹12500 INR
Wix Home Redesign & Mobile Header Category: CSS, Graphic Design, HTML, UI / User Interface, Web Design, Web Development, Wix Budget: $20 - $80 USD
22-Nov-2025 04:53 GMT
2D Animated Promotional Video Category: 2D Animation, 2D Animation Explainer Video, 2D Game Art, 2D Layout, After Effects, Animation, Graphic Design, Video Services Budget: ₹12500 - ₹37500 INR
22-Nov-2025 04:52 GMT
Coaching Management Platform & App Category: App Development, IPhone, Mobile App Development, PHP, UI / User Interface, User Experience Research, Web Development, Web Design Budget: ₹1500 - ₹12500 INR
22-Nov-2025 04:50 GMT
Cinematic YouTube Tutorial Video Editing Category: Adobe Premiere Pro, After Effects, Creative Design, Final Cut Pro, Video Editing, Video Post Editing, Video Production, Video Services Budget: ₹600 - ₹1500 INR
Deskripsi Produk Menarik dan Jelas Category: Content Writing, Copywriting, Digital Marketing, Keyword Research, Product Descriptions, SEO Writing Budget: $250 - $750 USD
