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.
Guaranteed ClickBank Affiliate Sales Category: Affiliate Marketing, Conversion Rate Optimization, Email Marketing, Facebook Ads, Facebook Marketing, Google Ads, Google Adwords, Internet Marketing, Marketing, SEO Budget: ₹600 - ₹1500 INR
07-Mar-2026 23:04 GMT
Facebook-Instagram Ads Campaign Management Category: Ad Planning & Buying, Digital Marketing, Facebook Ads, Facebook Marketing, Google Adwords, Instagram Ads, Internet Marketing, Social Media Marketing Budget: $250 - $750 USD
07-Mar-2026 23:03 GMT
Access Control System Development Category: API Development, Cloud Computing, Database Management, Mobile App Development, Network Security, Security Systems, Software Development, Web Development Budget: $50000 - $100000 USD
07-Mar-2026 23:01 GMT
Affiliate Marketers Needed Commission Category: Content Creation, Digital Marketing, Facebook Marketing, Instagram, Internet Marketing, Shopify, Social Media Management, Social Media Marketing, TikTok, Twitter Budget: $30 - $250 USD
07-Mar-2026 23:00 GMT
Refine Logo & Deliver Hi-Res Logo Category: Adobe Illustrator, Branding, Graphic Design, Illustration, Logo Design, Photoshop, Print Design, Vector Design Budget: $30 - $250 USD
07-Mar-2026 23:00 GMT
Website & Android Utility Development Category: Android, Android App Development, API Development, Backend Development, HTML, Mobile App Development, PHP, Web Development Budget: $250 - $750 USD
share html to email Category: CSS, Email Marketing, Frontend Development, HTML, JavaScript, PHP, Web Application, Web Design, Web Development, Web Services Budget: $30 - $250 USD
Phonely.ai Halo PSA Integration Category: API Development, Automation, Data Integration, Data Processing, Documentation, REST API, Workflow Consulting Budget: $250 - $750 USD
07-Mar-2026 22:45 GMT
Мобільний додаток для таксі Category: Mobile App Development, Payment Gateway Integration Budget: €3000 - €5000 EUR
07-Mar-2026 22:44 GMT
SharePoint Development for Youth Non-Profit Category: HTML, Office 365, PHP, Power Automate, Project Management, Sharepoint, Technical Documentation, Web Design Budget: $8 - $15 USD
07-Mar-2026 22:43 GMT
Summer Camp and Lifestyle Shirt Category: Adobe Illustrator, Photoshop, Branding, Graphic Design, Logo Design, Print Design, T Shirts, Typography, Vector Design Budget: $30 - $250 USD
07-Mar-2026 22:41 GMT
Spesialis Pemasaran Digital Perusahaan Category: Content Creation, Data Entry, Digital Marketing, Finance, Financial Accounting, Google Analytics, Graphic Design, Social Media Management, Social Media Marketing, Web Design Budget: $10 - $30 USD
