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Anharhehe/README.md

🧠 Anhar Munir

Full Stack Developer · AI/ML Engineer · Embedded Systems & IoT · Final Year @ FAST-NUCES Islamabad

Portfolio LinkedIn GitHub Email WhatsApp


🟢 Open to full-time roles — onsite, hybrid, or remote


👤 About Me

Final-year BS Software Engineering student at FAST-NUCES Islamabad (graduating 2026), with hands-on experience spanning full-stack web development (MERN), embedded systems & IoT, and applied AI/ML engineering.

I've shipped production-level applications — from AI-powered smart glasses for the visually impaired running real-time edge inference on Raspberry Pi, to deep learning breast cancer detection systems with 87.5% accuracy. I thrive at the intersection of intelligent systems, clean architecture, and real-world problem solving.

Currently building SightWise (my Final Year Project) — an AI smart glasses system for visually impaired individuals, achieving 99.9% accuracy in Pakistani currency recognition and real-time object detection on edge hardware.


🛠️ Tech Stack

Frontend

React Next.js TypeScript JavaScript TailwindCSS

Backend

Node.js Express.js FastAPI

Mobile

React Native

AI / ML

Python PyTorch Hugging Face OpenCV YOLOv8 TFLite

Embedded Systems & IoT

Raspberry Pi Edge AI

Databases

MongoDB MySQL PostgreSQL

Cloud & DevOps

AWS Docker Git


🚀 Featured Projects

YOLOv8 · TFLite INT8 · Raspberry Pi 4B · Vosk STT · Tesseract OCR · OpenCV · GPS

Complete AI-powered smart glasses system for visually impaired individuals — real-time edge inference for indoor/outdoor object detection, 99.9% accuracy Pakistani currency recognition, OCR for text reading, offline GPS navigation, and a fully voice-controlled interface. All AI modules run on Raspberry Pi 4B via INT8 quantized models within power constraints.


Swin Transformer · FastAPI · React.js · PyTorch · CBIS-DDSM · HuggingFace

Full-stack AI web app for breast cancer detection using a fine-tuned Swin Transformer on 30,000+ mammography images — 87.5% accuracy, 0.884 ROC-AUC. Dual-view ensemble (CC + MLO) mimics radiologist workflow. Includes drag-and-drop upload, real-time results, and automated PDF report generation.


YOLOv8 · React Native · OpenCV · Image Dehazing · Ultrasonic Sensor · Hugging Face

AI-powered road safety system detecting vehicles in foggy conditions via mobile app. Image dehazing pipeline enhances visibility before YOLOv8 inference. Ultrasonic proximity sensor triggers real-time audio alerts — no vehicle modifications needed.


ResNet18 · Logistic Regression · PyTorch · Scikit-learn · OpenCV

Binary classification system for detecting depression indicators from image data (20,186 images). Compared traditional ML (Logistic Regression — 75%) vs deep learning (ResNet18 transfer learning), analyzing precision/recall trade-offs for deployment recommendations.


DistilBERT · TF-IDF · Logistic Regression · Naive Bayes · NLP

Comprehensive comparative study on 1.3 million Reddit comments. DistilBERT achieved 76.65% accuracy vs TF-IDF + LR (70.80%) and Naive Bayes (66.55%). Evidence-based selection recommendations balancing performance, interpretability, and compute cost.


MERN Stack · JWT · bcrypt · Next.js · TailwindCSS · GNews API

Full-stack IMS supporting multiple identity profiles across personal, professional, family, and online contexts. Context-based friend request workflows, privacy controls, and dynamic news integration.


Python · FastAPI · MediaPipe · OpenCV · Docker · Hugging Face Spaces

AI agent analyzing human posture from images using MediaPipe landmark detection. Deployed publicly on Hugging Face Spaces with posture scoring, ergonomic feedback endpoints, and Docker containerization.


React.js · Node.js · AWS (EC2 · S3 · RDS · Elastic Beanstalk) · MySQL

Scalable cloud-native photo gallery with JWT authentication and S3-based media storage. Full deployment on AWS using EC2, RDS, and Elastic Beanstalk.


🎓 Education

BS Software Engineering — FAST-NUCES Islamabad (2022 – 2026) Key coursework: OOP · DSA · Databases · Algorithms · AI/ML · Web (MERN) · DevOps · Cloud (AWS) · Information Security

FSc Pre-Engineering — Quaid-e-Azam Public College, Gujranwala (2020 – 2022)


🏆 Achievements & Certifications

  • 🥇 FYP-1 Grade A — SightWise AI Smart Glasses (FAST-NUCES 2025)
  • ☁️ AWS Academy Graduate — Cloud Foundations | Amazon Web Services
  • 🔐 SEO Certification — APPTech Gujranwala

💼 Work Experience

Web Development Intern · COMPU Services · Remote (2024 — 8 Weeks)

  • Built full-stack web apps using MERN stack with RESTful APIs and JWT authentication
  • Collaborated using Agile workflows: code reviews, sprint planning, iterative delivery

SEO Intern · APPTech Gujranwala (2023)

  • Managed Google Search Console & Trends; executed on-page, off-page, and technical SEO
  • Built backlinks and produced performance reports to improve organic search rankings

🤝 Let's Connect

I'm actively seeking full-time software engineering roles — full-stack, AI/ML, embedded systems, or IoT-focused — onsite, hybrid, or remote. Available from June 2026 (or earlier by arrangement).

Portfolio Email LinkedIn GitHub


"Build things that matter. Deploy things that work. Learn until it clicks."

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  1. Breast-Cancer-Detection-RnD Breast-Cancer-Detection-RnD Public

    Python

  2. Depression-Detector Depression-Detector Public

    Jupyter Notebook

  3. Fog-Sight Fog-Sight Public

  4. Identity-Management-System Identity-Management-System Public

    TypeScript

  5. Secure-Chat-System Secure-Chat-System Public

    JavaScript

  6. Sight-Wise Sight-Wise Public