Muhammad Rayan Tahir

Electrical Engineer & AI/ML Developer specializing in Full-Stack React and Intelligent Systems.

Based in: Lahore, PKCurrently: AI/ML Intern, Developers Hub CooperationExperience: 1 year

Muhammad Rayan Tahir is an Electrical Engineering student at FAST-NUCES with extensive internship experience in AI/ML model development and frontend engineering. He has successfully built diverse projects ranging from BERT-based NLP classifiers to full-stack school management systems using React and Firebase.

Experience

AI/ML Intern

Developers Hub CooperationLahore, PKinternshipMay 2026 – Present

Summary

Key Responsibilities: • Model Development: Designed and trained a machine learning model using TensorFlow to automate image classification, achieving high accuracy on a Kaggle dataset. • Data Pipeline Optimization: Cleaned and preprocessed large-scale datasets using Pandas and NumPy, improving overall model training efficiency. • API & Deployment: Built and deployed a Scikit-learn model into a web application using Flask, allowing users to interact with AI predictions via a live UI. Achievements: • Achieved high accuracy on a Kaggle dataset for image classification.

What I did

Handled data preprocessing and training pipelines for image classification.
Focused on cleaning and preparing data to improve training process efficiency.

Results

Achieved around 87% validation accuracy on an image classification model.

TensorFlowPandasNumPyScikit-learnFlaskPython

Member

Google Developers GroupsvolunteerMay 2025 – Present

Key Responsibilities: • Participate in hands-on workshops, hackathons, and study jams covering Android, Flutter, Cloud, and AI. • Connect with a vast international community of developers, industry experts, and Googlers to collaborate and grow professionally. • Gain access to early previews of Google technologies, community-led innovation, and exclusive events like local DevFests.

AndroidFlutterCloudAI

Softec Web Dev Society - Executive Member

FAST NUCES LahoreLahore, PKvolunteerPresent

Summary

Key Responsibilities: • Organize coding bootcamps and rapid-development events where members build functional web applications using React, Angular, and Node.js. • Work in agile teams to create open-source tools and campus platforms, giving members real-world portfolio experience. • Connect junior developers with industry professionals through guest lectures, Q&A sessions, and code-review sessions.

Results

Maintained a CGPA of around 2.5 / 4 while pursuing an Electrical Engineering degree

ReactAngularNode.jsAgile

Skills

Technical

Python

ML Basics

HTML

CSS

C/C++

React

Software Design Patterns

SQL (MSSQL)

TensorFlow

Figma

Database Normalization

Scikit-learn

OS Synchronization

Jira

Linux (Bash)

Flask

Django

x86 Assembly

Prompt Engineering

API Integration

Firebase Firestore

Responsive Design

Product Delivery

Form Validation

Error Handling

Node.js

Languages

Urdu

English

Projects

PicMe - Frontend Web Application

Developerpersonal

Developed a responsive photographer discovery and booking UI with authentication flow and dynamic pages. Integrated API-based user verification, location-based search, and profile management features. Built using React with reusable components and clean UI/UX design.

ReactHTMLCSSAPI Integration

News Topic Classifier

Developerpersonal

Built a transformer-based NLP model using BERT to classify news articles into categories. Fine-tuned pre-trained model for improved accuracy on text classification tasks.

PythonBERTNLP

End-to-End ML Pipeline

Developerpersonal

Developed a complete ML workflow using Scikit-learn Pipeline API for data preprocessing, training, and evaluation. Ensured modular and reusable pipeline design for scalable ML deployment.

PythonScikit-learn

Hospital Management System

Developeracademic

Developed a console-based hospital management system using C++ with OOP principles. Implemented patient records, doctor management, and appointment scheduling using DSA concepts. Focused on modular design, data structures, and system efficiency.

C++DSAOOP

Auto Tagging Support Tickets

Developerpersonal

Built an LLM-powered system to automatically tag and categorize customer support tickets. Improved ticket routing efficiency using prompt engineering and NLP techniques.

PythonLLMNLP

GloweSchool Management System

Designer & Developerpersonal

Designed a school management system for handling students, teachers, attendance, and records. Implemented structured dashboards for easy data management and user navigation. Focused on clean UI design and efficient CRUD operations.

ReactFirebaseFirestore

Education

Bachelor of Electrical Engineering

FAST-NUCESSpecialisation Computer Engineering2024 – 2028

Coursework

Operating SystemsDatabase SystemsSoftware Design & AnalysisArtificial IntelligenceData StructuresAssembly LanguageLinear Algebra

Societies & activities

Softec Web Dev Society

Recognition

Awards

Google Developers Group Hackathons

Google Developers Group

Participating in multiple hackathons and workshops

Certifications

Oracle Cloud Infrastructure 2025 AI Foundations Associate

OracleCredential 322114446OCI25AICFASA2025

iOS App Development

Coursera

Python Programming

Udemy

Hire MuhammadReach out about a role, a contract or a conversation.For recruiters

Muhammad's twin is AI, it can make mistakes.

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