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musagithub1/README.md

About Me

👨‍💻 Name:        Mussa Khan
🎯 Role:        AI Engineer  •  AI & ML Instructor  •  Open-Source Developer
🏫 Education:   BS Artificial Intelligence  (5th Semester  •  GPA 3.2)
🌍 Based in:    Islamabad, Pakistan  🇵🇰
🏢 Currently:   AI & ML Instructor @ HectaSolution
🧠 Focus:       Agentic AI  •  LLM Applications  •  Computer Vision  •  AI Automation
💡 Mission:     "Translate cutting-edge AI research into shippable, real-world products
                 — and teach the next generation to do the same."
📫 Reach:       raja.musa.khan035@gmail.com
⚡ Fun fact:    I built a portable AI agent that runs entirely from a USB drive.

I'm an AI Engineer specializing in Agentic AI systems, LLM-powered applications, and production-grade Computer Vision. By day I design and ship AI products — chatbots, RAG pipelines, vision systems, and automation workflows. By night I teach those same skills to the next generation of AI builders as an instructor at HectaSolution.

My work sits at the intersection of research and deployment: I love taking a paper or a model and turning it into something people can actually use — whether that's a real-time stress detector running at 93% AUC, an interview copilot powered by emotion-aware LLMs, or a self-contained AI agent that fits in your pocket on a USB stick.


💼 Experience

🎓 AI & Machine Learning Instructor

HectaSolution  ·  Jun 2026 – Present

  • 🧑‍🏫 Teaching Machine Learning fundamentals and hands-on implementation
  • 🤖 Building curriculum around Agentic AI and AI Automation Workflows
  • 🧠 Mentoring students on LLMs, Prompt Engineering and modern AI tooling
  • 🚀 Guiding learners through real-world AI projects from idea → deployment

🛠️ AI Intern

HectaSolution  ·  3 Months

  • 🔬 Contributed to multiple AI & Machine Learning projects
  • ⚙️ Helped develop AI-powered solutions and automation pipelines
  • 🏭 Gained hands-on experience with production-level AI systems
  • 🤝 Collaborated on AI research and implementation with the engineering team

🧰 Tech Stack & Tooling

Languages

AI / Machine Learning

Computer Vision

Frameworks & Tools

DevOps & Platforms


🚀 Featured Projects

Every project below ships production-ready code, documentation, and reproducible results. Click any title to dive in.


A fully portable, 100% offline AI agent that lives on a USB drive.

A three-tier agentic runtime designed for ultimate portability and privacy — plug the USB into any Windows / macOS / Linux machine, and your personalized LLM agent boots up with zero installation and zero telemetry.

🏗️ Architecture

  • The Engine → Ollama (localhost:11434) running quantized models like qwen2.5:0.5b / llama3
  • The Brain → Python HTTP Agent API (localhost:11500) handling system prompt, memory, and tool execution
  • The Frontend → Static HTML / JS dashboard (localhost:8888) for chat UI

✨ Highlights   Portable Agentic AI   Local LLM   Tool Calling   Sandbox Security   Cross-Platform


The world's first emotion-aware interview simulator that adapts to your stress level in real time.

HireSense AI combines RAG personalization, client-side emotion detection, and adaptive LLM behavior to create an interview experience that feels uncannily real — getting tougher when you're confident and more supportive when you're stressed.

🔥 Standout Features

  • 📄 RAG personalization from your resume + target job description
  • 😐➡️😨 Real-time facial emotion detection via TensorFlow.js + face-api.js (client-side, private)
  • 🎙️ Voice-driven interaction (Web Speech Recognition + TTS)
  • 📊 AI report card with skill-gap analysis, non-verbal cues (eye contact, posture)
  • 💻 Integrated coding + whiteboard + Live Interview Copilot
  • 🏢 Company-specific prep for Google, Amazon, and more


A real-time facial expression sensor that knows if you're nailing the interview — or panicking inside.

Instead of using noisy 7-class emotion models, I re-engineered the FER2013 dataset into a binary contextual problem (Confident vs Stressed) and trained a custom CNN with Spatial Attention Modules that focuses on the most informative facial regions (eyes & mouth).

📈 Results

Metric Score
AUC Score 93.49%
Accuracy 85.1%
Stressed Recall 85%
Confident Recall 85.3%

🧪 Engineering

  • Custom CNN + Spatial Attention + BatchNorm + Dropout
  • Mixed-Precision Training on T4 GPU (Google Colab)
  • Exported to Keras / TF SavedModel / TFLite for flexible deployment
  • 90+ epochs of training on 29,262 re-mapped images


A production-grade, cross-platform ALPR system written in modern C++ for traffic, parking, and security deployments.

Built for real-time inference on edge hardware, this system uses YOLOv8 exported to ONNX and served through OpenCV's DNN module in C++ — squeezing out every millisecond of latency for live traffic feeds and IP cameras.

⚡ Highlights

  • 🎥 Multi-source input: images, videos, webcam, IP cameras
  • 🪟🐧🍎 Cross-platform — Windows, Linux, macOS
  • 🚀 ONNX-optimized inference pipeline
  • 🏭 Production-ready modular C++14 codebase + CMake build


An all-in-one facial analysis toolkit with both GUI and CLI workflows.

A comprehensive computer-vision Swiss-Army-knife built on OpenCV + Tkinter, covering everything from age/gender prediction to head-pose estimation, facial symmetry scoring, glasses detection, privacy blurring, and artistic filters.

🧩 Modules

  • Core Detection → Face, Age, Gender, Emotion, Smile intensity
  • Advanced Analysis → Head Pose, Face Shape, Glasses Detection, Symmetry %
  • Processing → Sepia / B&W / Cartoon filters, Face Tracking, Privacy Blur
  • Utilities → Batch processing, dimensional measurements, GUI + CLI


💼 Services I Offer

Open for freelance, consulting, and collaboration — particularly with startups, AI-first companies, and educational platforms.

🤖 Agentic & LLM Systems

Agentic AI Architectures Tool-calling agents, multi-step reasoning, memory systems

LLM Integration GPT, Gemini, Claude, DeepSeek, Llama via API or local

Ollama Deployment On-device + offline LLM stacks (incl. portable runtimes)

DeepSeek Setup Self-hosted DeepSeek model deployment & fine-tuning

👁️ Computer Vision

Face & Object Detection Real-time pipelines with OpenCV + YOLOv8

License Plate Recognition Production ALPR systems for traffic & security

Custom CNN Training End-to-end training, attention modules, deployment

OpenCV Solutions Image processing, tracking, filters, batch pipelines

🛠️ Apps & Consulting

AI Chatbot Development RAG, customer-support bots, domain assistants

Streamlit Applications Interactive AI dashboards & demo apps

AI Automation Workflow automation with LLMs & APIs

AI Consultation Architecture review, model selection, roadmap

💬 Have a project in mind?   📧 Email me  •  💼 Connect on LinkedIn


📊 GitHub Analytics


🐍 Contribution Snake

github-snake

🎯 Currently Building & Exploring

+ 🤖  Production-grade Agentic AI systems (tool-calling, planning, memory)
+ 🧠  Local-first LLM deployments with Ollama + on-device quantization
+ 🎥  Real-time multimodal Computer Vision (vision + voice + emotion)
+ 🔗  Retrieval-Augmented Generation (RAG) for domain-specific assistants
+ 📚  Open-source educational AI tooling for students worldwide
! 🚧  Long-term: Building an AI-powered learning platform for Pakistani students

🌐 Let's Build Together

I'm always open to freelance AI projects, research collaborations, teaching opportunities, and open-source contributions. If you're building something exciting in Agentic AI, LLMs, or Computer Vision, I'd love to hear from you.



💭 Dev Quote of the Day

Quote

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⭐ If you like my work, consider starring some repositories — it genuinely makes my day.

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  1. credit_scoring_project credit_scoring_project Public

    Machine learning project for predicting credit risk using Logistic Regression, Decision Tree, and Random Forest.

    Python 13

  2. license-plate-detection-opencv-yolov8 license-plate-detection-opencv-yolov8 Public

    🚗 Real-time License Plate Detection in C++ using OpenCV and YOLOv8 (ONNX). Includes Haar Cascade + YOLOv8 models with plate saving functionality.

    C++ 11

  3. python-code-assistant-ai-bot python-code-assistant-ai-bot Public

    Advanced Python Code Assistant Bot with modular design, smart context management, code execution, and dual UIs (Web/Flask & Terminal/Rich). An AI-powered developer tool.

    Python 4

  4. FACE_DETECTION_PROJECT FACE_DETECTION_PROJECT Public

    Face Detection and Analysis project using OpenCV, MediaPipe, and DeepFace (includes Haar cascades, emotion recognition, and face analysis).

    Python 2

  5. Viva-Defense-Face-Sensor Viva-Defense-Face-Sensor Public

    Real-time AI sensor that detects Confidence vs. Stress during Vivas/Interviews. Uses a custom CNN trained on 35k facial images to map micro-expressions to interview performance. Achieved 93.3% Accu…

    Jupyter Notebook 1

  6. bs-ai-university-study-material bs-ai-university-study-material Public

    Complete BS Artificial Intelligence degree repository with semester-wise courses, lecture notes, solved papers, practice questions, and resources. Continuously updated for AI students.

    HTML