kardi abdossattar
Data Scientist
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kardi is ready for their next project!
๐ ๐ถ๐ป๐ถ-๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐: Tweet Subject Analyzer โ AI-Powered Insight from Social Media Data
Tweet Subject Analyzer is an AI system that analyzes tweets by topic, detects sentiment, extracts insights, and maps their geographic distribution across Morocco.
๐๐ก๐๐ญ ๐ข๐ญ ๐๐จ๐๐ฌ:
It combines semantic understanding, sentiment modeling, and location intelligence to answer questions like:
โWhat do people in different Moroccan cities think about AI, tourism, or crypto?โ
๐๐๐ฒ ๐๐๐ฉ๐๐๐ข๐ฅ๐ข๐ญ๐ข๐๐ฌ:
โข Semantic similarity search for topic relevance
โข Sentiment analysis with RoBERTa
โข Location extraction using spaCy with Arabic & French fuzzy matching
โข Topic and keyword extraction (TF-IDF)
โข Interactive Streamlit dashboard with maps and charts
โข Fully offline โ no paid APIs required
๐ ๐๐ข๐ญ๐๐ฎ๐: https://lnkd.in/gknMgiEn
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๐๐ข๐ง๐ข-๐๐ซ๐จ๐ฃ๐๐๐ญ: AI Business Analytics Dashboard
A full-stack platform that automates data analysis and generates AI-powered business insights โ completely from raw data uploads.
๐๐ก๐๐ญ ๐ข๐ญ ๐๐จ๐๐ฌ:
Upload your CSV/Excel/JSON datasets
Get instant descriptive statistics, correlations, and trend analysis
Generate AI-written business reports with GPT or local models (Ollama)
Download ready-to-share PDFs
๐๐๐๐ก ๐๐ญ๐๐๐ค:
Backend: FastAPI, PostgreSQL, Pandas, Scikit-learn
Frontend: Next.js 14, TailwindCSS, Recharts, Framer Motion
AI Integration: OpenAI GPT-4 / Ollama (local LLM alternative)
๐๐๐ฒ ๐
๐๐๐ญ๐ฎ๐ซ๐๐ฌ:
Automated anomaly detection
Time-series forecasting (linear regression, exponential smoothing)
Modern and responsive dashboard UI
๐ ๐๐ข๐ญ๐๐ฎ๐ ๐๐๐ฉ๐จ: ๐ https://lnkd.in/gyzPJ9_a
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๐ ๐ถ๐ป๐ถ-๐ฃ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐: AHP Decision Support System โ Empowering Smarter Decisions with AI & Data A full-stack Decision Support System built around the Analytic Hierarchy Process (AHP) โ a proven multi-criteria decision-making method used in fields from business strategy to engineering.
๐๐ก๐๐ญ ๐ข๐ญ ๐๐จ๐๐ฌ:
This web app helps users structure complex decisions, compare options using Saatyโs 1โ9 scale, and visualize results through real-time charts and sensitivity analysis.
Whether itโs choosing the best supplier, or hiring a candidate, it turns subjective judgments into data-driven insights.
๐๐จ๐ซ๐ ๐
๐๐๐ญ๐ฎ๐ซ๐๐ฌ:
Pairwise comparisons with automatic weight calculation
Consistency checking (CR โค 0.10 validation)
Sensitivity & what-if analysis
Interactive dashboards & PDF reports
๐๐๐ข๐ญ๐๐ฎ๐: https://lnkd.in/gGUjVrXM
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๐๐ข๐ง๐ข-๐๐ซ๐จ๐ฃ๐๐๐ญ: Twitter/X Research Scraper โ Human-Like Automation for Data Science
A human-behaviorโsimulating Twitter/X scraper designed for academic research on topics like AI, tourism, and innovation in Morocco.
Built to collect live tweets for any keyword and store them in MongoDB for NLP, sentiment, and geolocation analysis โ all while mimicking authentic human navigation to minimize detection and preserve platform integrity.
๐๐ข๐ ๐ก๐ฅ๐ข๐ ๐ก๐ญ๐ฌ:
Interactive keyword setup (supports multiple languages)
Human-like delays & breaks to avoid anti-bot triggers
Cookie-based login persistence
Continuous headless mode for efficiency
Direct MongoDB integration for structured tweet storage
๐ ๐๐ข๐ญ๐๐ฎ๐: https://lnkd.in/gqSTk7tg
(Built with Python, Selenium, MongoDB โ for responsible, human-like data collection.)
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