
TEDA — SMV Options Alpha Agent is an autonomous options trading agent designed to capture high-probability alpha on U.S. equities using the Smart Money Vision (SMV) strategy. Built for the Alpaca AI Trading Agents Hackathon, the system monitors a universe of 10 high-liquidity assets every 5 minutes to identify institutional order flow patterns, liquidity sweeps, and volatility contractions. When valid market conditions are met, TEDA automatically structures and executes multi-leg options strategies—primarily Debit Spreads and Iron Condors—via the Alpaca Paper Trading API. Key Capabilities & Architecture: Execution & Automation: Powered by the Alpaca Trading API, Alpaca MCP Server, and Alpaca CLI for seamless trade routing and real-time portfolio management. Inference & Decision Logic: Leverages open-weight LLMs hosted via Featherless to process structured market signals and synthesize trade setup rationale. Risk Management First: Rigorous position sizing capped strictly at 1% account risk per trade with a target Risk-Reward ratio of 1:7 to maximize mathematical expectation. Monitoring & Deployment: Live telemetry and performance tracking are presented on an interactive Streamlit dashboard, continuously deployed and hosted on Koyeb.
4 Sep 2026

In Côte d'Ivoire, missing persons alerts are scattered across dozens of Facebook groups. No centralization exists. decroustra.AI solves this: - Scrapes Facebook public groups using Bright Data Web Unlocker and Facebook Scraper API - Infrastructure ready for Google Search (SERP API) and news sites (Web Unlocker) - Extracts automatically: name, age, location, date, contact from every post using DeepSeek - Detects duplicates: same person reported 3 times = 1 alert (111 groups found) - Matches Missing↔Found: when a "retrouvé!" post appears, cross-references with active alerts - Natural language chat: "Children missing in Yopougon?", "My son David, 11, Abidjan?" RESULTS (real data from Ivorian Facebook groups) 7,139 posts scraped → 3,951 analyzed → 1,872 alerts extracted → 949 locations covered. Data from "SOS ENFANTS DISPARUS DE COTE D'IVOIRE" and related public groups. WHY SECURITY & COMPLIANCE TRACK Missing persons are a citizen security issue. The platform clearly states what it does NOT do: replace emergency services (Police 170, Fire 185), give legal advice, or contact families. All data is public — no private groups accessed. TECH STACK Bright Data Web Unlocker · Facebook Scraper API · SERP API ready · DeepSeek · Python + Flask Clear limits, honest data, real impact.
31 May 2026