Muhammad Saad Khan saadkhan2003

👨‍💻 Muhammad Saad Khan

Founder & CEO @ Stack and Scale · Applied AI Engineer

Solving real-world operational challenges with modern ML models, intelligent systems, and scalable engineering.

⚡ Executive Summary

saad = {
    "name"        : "Muhammad Saad Khan",
    "title"       : "Founder & CEO @ Stack and Scale | Applied AI Engineer",
    "location"    : "Jehangira, Swabi, Khyber Pakhtunkhwa, Pakistan",
    "education"   : "BS Computer Science — University of Swabi (2022–2026)",
    "expertise"   : [
        "Applied Machine Learning",
        "Modern LLMs & Multi-Agent Systems",
        "FastAPI & Scalable Backends",
        "Computer Vision & Edge Optimization"
    ],
    "experience"  : [
        "Founder & CEO / CTO @ Stack and Scale (Sep 2026 – Present)",
        "AI/ML Engineer Intern (Remote) @ SafeX Solutions (Jul 2026 – Sep 2026)"
    ],
    "philosophy"  : "Solving complex real-world problems with modern ML, LLMs, and scalable engineering",
    "website"     : "https://saad-khan.xyz",
    "company"     : "https://stackandscale.org"
}

I’m an Applied AI Engineer and Founder passionate about building modern, intelligent solutions to solve persistent operational challenges. Rather than surface-level wrappers, I engineer production-grade systems using state-of-the-art machine learning models, modern LLM architectures, and robust backend engineering.

My focus is on transforming real-world bottlenecks into resilient, deployable products—from fine-tuning and orchestrating next-gen models, multi-agent reasoning, and computer vision to building high-throughput FastAPI backends, vector data pipelines, and optimized inference workflows.

💼 Professional Experience

🚀 Founder & CEO / CTO

Stack and Scale
September 2026 – Present · Swabi, Pakistan

Leading a founder-led product and engineering practice dedicated to operational software, enterprise systems, and applied AI delivery.
Designing intelligent agent systems, domain-tailored ML models, and scalable backend foundations for mission-critical client workflows.
Architecting robust full-stack software and automations that solve complex operational problems and maintain long-term reliability.

🤖 AI / ML Engineer Intern (Remote)

SafeX Solutions
July 2026 – September 2026 · Remote Internship

Intelligent Chatbots & Knowledge Grounding: Built conversational AI solutions connected to dynamic document and data pipelines for grounded, citation-backed enterprise Q&A.
Agentic Prototypes: Developed end-to-end autonomous AI systems using prompt chaining and tool integration to automate complex operational workflows.
Backend Delivery: Engineered lightweight, asynchronous FastAPI backends to seamlessly embed intelligent models and AI services into production web apps.
📜 View Internship Certificate: Verified SafeX Solutions AI/ML Internship credential.

🛠️ Featured Projects

📱 Mobile Shop Desktop ERP

Enterprise offline-first retail, inventory, and repair management desktop ERP. Built with Tauri v2 + Rust + SQLite + React. Features multi-role RBAC, barcode generation, live cash sessions, IMEI intake & warranty tracking, Job Card PDF exports, and signed automatic multi-platform updater releases.

Tauri v2 Rust SQLite React TypeScript Desktop ERP

📹 CCTV Anomaly Detection

Real-time surveillance AI using YOLOv8 + OpenVINO. Detects crowds, weapons, loitering, and conflicts from live CCTV feeds. Achieves 2–3× CPU speedup via OpenVINO model quantization, ByteTrack tracking, automated email alerts, and a modern glassmorphism UI.

YOLOv8 OpenVINO FastAPI ByteTrack Computer Vision

📄 Documind: AI Research & Document Assistant

LLM-powered document intelligence system that ingests academic papers and complex documentation, extracts grounded insights, and answers context-specific queries using semantic retrieval and multi-document reasoning.

LangChain Semantic Search Vector DB OpenRouter Prompt Engineering

📊 AI Data Visualization Agent

Natural-language data science agent. Upload a CSV/Excel dataset and ask questions in plain English—powered by Google Gemini to autonomously generate, validate, and execute Python code using Pandas, Matplotlib, Seaborn, and Plotly.

Gemini API Streamlit Pandas Plotly Code Generation

🫁 ChestXray AI Diagnostic

Medical imaging diagnostic system that detects Pneumonia & COVID-19 from chest X-rays using Transfer Learning and deep CNNs. Deployed in a Streamlit app featuring explainable AI (XAI) confidence scoring.

TensorFlow Transfer Learning Explainable AI Streamlit

🏢 Stack & Scale Platform

The official platform powering Stack and Scale—delivering client management, operational automation, and applied AI infrastructure.

Next.js FastAPI Applied AI System Design

🧠 Technical Skills

Modern AI & LLM Systems	Autonomous AI Agents · Multi-Agent Workflows · Model Serving & Inference · Semantic Search · LangChain · LangGraph · AutoGen · Tool Use & Function Calling · Vector Databases · Google Gemini API · OpenAI / OpenRouter
Backend & Systems	Python · FastAPI · RESTful APIs · Rust · Tauri v2 · Microservices · Asynchronous Architecture
Computer Vision & ML	YOLOv8 · OpenVINO · TensorFlow · PyTorch · CNNs · Transfer Learning · ByteTrack · Explainable AI (XAI)
Databases & Storage	PostgreSQL · SQLite · ChromaDB · MySQL · Vector Embeddings
DevOps & Tools	Docker · Git & GitHub Actions (CI/CD) · Linux · Bash · Vercel · Postman
Languages	Python · TypeScript · JavaScript · Rust · SQL · Bash · HTML5/CSS3

📜 Certifications & Education

🎓 Education

University of Swabi
Bachelor of Science in Computer Science (BS CS)
September 2022 – September 2026
Punjab Group of Colleges
Intermediate in Pre-Engineering
September 2020 – August 2022

🏅 Certifications

📜 SafeX Solutions AI/ML Internship Certificate — SafeX Solutions (Verified Credential)
🤖 AI Agentic Design Patterns with AutoGen — DeepLearning.AI · Microsoft & Penn State University (Verified Credential)
🧠 RAG Based AI Agents — DeepLearning.AI
🔗 LangChain for LLM Application Development — DeepLearning.AI

🤝 Community & Leadership

General Secretary — Microsoft Learn Student Ambassadors (MLSA), University of Swabi (Mar 2024 – Present)
Mentoring peers in software development & cloud technologies, hosting technical workshops, and expanding student community initiatives.
Event Organizer & Technical Designer — OWASP × DataCamp Seminar (Dec 2023)
Co-organized a university-wide cybersecurity & data science summit, managing technical design, event logistics, and speaker sessions.
Creative Volunteer — Notion Campus Community (Feb 2025)
Created digital productivity collateral and helped students adopt structured knowledge management systems.

🌐 Connect With Me

_{⚡ Designed & Engineered by Muhammad Saad Khan · Founder & CEO @ Stack and Scale}

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