saad = {
"name" : "Muhammad Saad Khan",
"role" : "Applied AI Engineer",
"education" : "BS Computer Science — University of Swabi (2022–2026)",
"location" : "Jehangira, Swabi, Pakistan 🇵🇰",
"focus" : ["LLM Systems", "RAG Architectures", "Computer Vision", "Backend APIs"],
"currently" : "Building AI-powered surveillance & intelligent document systems",
"vision" : "Make AI solve real problems — not just demos",
}|
Real-time surveillance AI using YOLOv8 + OpenVINO. Detects crowds, weapons, loitering, and conflicts from CCTV feeds. Achieves 2–3× CPU speedup via OpenVINO model optimization with ByteTrack tracking, email alerts, and a glassmorphism dashboard UI.
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Medical imaging AI that detects Pneumonia & COVID-19 from chest X-rays using Transfer Learning and CNNs. Deployed in a Streamlit app with explainable AI (XAI) confidence scoring for interpretable diagnostics.
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Upload a CSV, ask a natural language question — get a chart. Powered by Google Gemini to auto-generate and execute Python visualization code locally using pandas, matplotlib, seaborn, and Plotly.
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LLM-powered PDF assistant that processes academic papers, extracts insights, and answers queries using LangChain + RAG with vector database retrieval. Built for researchers who need answers, not summaries.
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| Applied AI & LLMs | GPT · Gemini · OpenRouter · LangChain · LangGraph · AutoGen · RAG · Prompt Engineering · Agentic Workflows |
| Computer Vision | YOLOv8 · OpenVINO · TensorFlow · CNN · Transfer Learning · ByteTrack · Explainable AI |
| Backend & APIs | FastAPI · RESTful APIs · Git · CI/CD · Docker |
| Databases | ChromaDB · PostgreSQL · MySQL · SQLite · Vector DBs |
| Languages | Python · JavaScript · SQL · Bash |
| Platforms & Tools | Streamlit · HuggingFace · n8n · Vercel · Netlify · Google Colab · Jupyter |
| Certificate | Issuer | Date |
|---|---|---|
| 🤖 AI Agentic Design Patterns with AutoGen | DeepLearning.AI | Jul 2025 |
| 🔗 LangChain for LLM Application Development | DeepLearning.AI | May 2025 |
General Secretary — Microsoft Learn Student Ambassadors (MLSA), University of Swabi (Mar 2024 – Present)
Mentoring students in tech careers, organizing learning sessions, and driving CS community growth on campus.
Event Organizer & Technical Designer — OWASP × DataCamp Seminar (Dec 2023)
Co-organized a university cybersecurity & data science seminar — handled logistics, visual design, and outreach.
Creative Volunteer — Notion Campus Community (Feb 2025)
Designed standees and visuals to promote digital productivity and research organization tools among students.
