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MusaabSami/README.md

Syed Musaab Sami

Full-Stack AI Engineer | Computer Vision | RAG Systems | Next.js | NestJS | FastAPI

I build AI-integrated web applications that connect production-ready interfaces, secure backend systems, and practical machine learning workflows.

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About Me

Fresh Software Engineering graduate from FAST NUCES Islamabad, focused on full-stack AI products, computer vision systems, intelligent dashboards, and backend APIs. My work combines modern web engineering with applied ML: object detection, person re-identification, vector search, RAG pipelines, authentication, role-based access control, and real-time alerting.

I am currently looking for opportunities in:

  • Full-Stack AI Engineering
  • Machine Learning Engineering
  • Computer Vision Engineering
  • Backend/API Engineering for AI products

Core Stack

Area Tools
Languages Python, JavaScript, TypeScript, Java, .NET
Frontend React, Next.js, Tailwind CSS
Backend Node.js, Express.js, NestJS, FastAPI, REST APIs
Auth & Security JWT, RBAC, Google OAuth, 2FA
Databases PostgreSQL, MongoDB
AI/ML PyTorch, TensorFlow, Hugging Face, OpenAI API, LangChain, RAG
Computer Vision OpenCV, YOLO, MediaPipe, Torchreid, FAISS
Tools Git, Docker, Postman, Linux, Kaggle, Jupyter Notebook, WebSockets, RTSP

Python TypeScript Next.js NestJS FastAPI PostgreSQL PyTorch OpenCV Docker


Featured Work

SecureVision

Computer Vision-Powered Surveillance System

AI/ML-led surveillance platform for detecting shoplifting, loitering, pickpocketing, cash skimming, crowd density, and crowd flow from CCTV/video streams.

  • Trained YOLO-based detection workflows using PyTorch, OpenCV, TensorFlow, MediaPipe, and custom datasets.
  • Implemented person re-identification with Torchreid trained on Market-1501.
  • Added FAISS-based similarity search for identity matching.
  • Integrated alert dashboard, evidence gallery, RTSP streams, WebSocket alerts, Google OAuth, and 2FA.

Tech: Python, PyTorch, OpenCV, YOLO, Torchreid, FAISS, RTSP, WebSockets, Next.js, NestJS, PostgreSQL

ICU SOP Detection System

YOLOv11s-based safety equipment detection system for ICU environments.

  • Built a custom-labeled dataset for masks, gloves, gowns, and shoe covers.
  • Trained and evaluated object detection workflows for SOP compliance use cases.

Tech: Python, YOLOv11s, OpenCV, custom datasets

RAG-Based AI Knowledge Assistant

Document-based AI assistant with vector retrieval and a web interface.

  • Built retrieval workflows using LangChain, OpenAI API, and vector search.
  • Exposed assistant functionality through REST APIs and a React interface.

Tech: LangChain, OpenAI API, React, REST APIs, vector retrieval

AI Resume Analyzer

AI-powered resume analysis tool for ATS-style screening and candidate feedback.

  • Implemented NLP-based keyword matching and LLM-generated feedback.
  • Created scoring logic for resume quality and role alignment.

Tech: NLP, LLMs, Python, React


Experience

Full-Stack Intern | Periegesis

June 2025 - August 2025 | Remote

  • Developed full-stack modules using Next.js, NestJS, and PostgreSQL.
  • Built responsive UI components, routing, state management, REST APIs, JWT authentication, RBAC authorization, security handling, and API performance improvements.

Machine Learning Intern | Neural Lines

June 2024 - August 2024 | Remote

  • Prepared multilingual bank receipt datasets through annotation, cleaning, preprocessing, visualization, and reporting.
  • Trained and evaluated ML models using Python, NumPy, Pandas, Scikit-learn, and Jupyter Notebook.

Education

BS Software Engineering
FAST NUCES Islamabad | 2022 - 2026

Relevant coursework: Data Structures, Database Systems, Operating Systems, Applied AI, Computer Networks, Web Engineering, NLP, Software Project Management.


Leadership

Head of Information and Coordination
Software Engineering Society, FAST NUCES Islamabad

Managed communication, coordination, task updates, and information flow between society members and internal teams.


GitHub Profile

GitHub followers GitHub stars Repositories


Let's build practical AI products.

I am open to full-time, internship, and collaborative opportunities where full-stack engineering meets applied artificial intelligence.

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