Mian Muhammad Umair Naeem

AI/ML + Full-Stack Developer

I build machine-learning powered web and mobile products — from ML pipelines and dashboards to real-world apps using Python, React Native, Node.js, and Firebase.

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About Me

I'm a Computer Scientist from NUST building AI-powered software products. I work where machine learning meets software engineering — shipping full-stack tools people actually rely on.

Skills · Education · Certifications

What I Build

ML pipelines & dashboards
LLM-integrated applications
Cross-platform mobile/web products
Data automation tools

What I Use

Python · scikit-learn · Streamlit
React Native · Node.js · TypeScript
Firebase · MongoDB · SQL
Git · REST APIs · Agile

What I care about: reliable AI systems that are actually usable.

                2+
                Deployed AI Products
            

                Data Science
                Intern at ITSOLERA
            

                3
                Relevant Certs
            

Projects

Featured Projects

Automated ML Platform (AutoML)

Code-free machine learning — from raw data to trained model in minutes.

Problem

Building ML models requires significant coding effort, making it inaccessible to non-technical users and slow for rapid prototyping.

My Role

Solo developer — ML pipeline architecture, Streamlit UI, LLM integration, deployment.

Impact

Automated end-to-end EDA, preprocessing, and model training
Cross-validation with hyperparameter optimization
LLM-generated human-readable model explanations
Deployed live on Streamlit Cloud

Python Streamlit scikit-learn LLMs Pandas NumPy

View Code Live Demo

Demo note: Upload a CSV or use the sample dataset to test the workflow.

Clinic-Connect

Real-time healthcare scheduling across web and mobile.

Problem

Patients and clinics lacked a unified platform for appointment booking, medical records, and real-time scheduling.

My Role

Full-stack developer — backend API, Firebase integration, React Native client, deployment.

Impact

JWT auth with role-based access for patients and staff
Real-time scheduling via Firebase
Cross-platform React Native mobile app
End-to-end SaaS data flow for medical records

React Native Node.js TypeScript Firebase JWT REST APIs

View Code Live Demo

Demo note: Firebase free-tier limits require test login credentials.

Email: iloveu@gmail.com · Password: 123456

More Projects

PSX Statistical Analysis

Dimensionality reduction on Pakistan Stock Exchange data — 95% variance retained.

Impact

Applied PCA retaining 95% explained variance
Deep EDA identifying correlations and outliers

Python Pandas scikit-learn

View Code

Multi-Platform Task Manager

One backend, two clients — web and mobile from a single Node.js API.

Impact

Unified RESTful API serving Next.js web + React Native mobile
JWT authentication with role-based access

Next.js React Native Node.js

Ride-Sharing Simulation

Graph algorithms for real-world routing and dynamic pricing in C++.

Impact

Dijkstra's algorithm for shortest-path routing
Priority queues for low-latency dispatch

C++ Dijkstra's OOP

Experience

ITSOLERA PVT LTD Internship Jul 2025 – Sep 2025 Islamabad, Pakistan

Data Science Intern

Key Responsibilities

Built end-to-end ML pipelines encompassing data cleaning, feature engineering, and statistical analysis using Python, Pandas, and SQL.
Developed and evaluated regression and classification models using cross-validation and robust evaluation metrics (ROC-AUC, F1-score).
Designed and deployed Streamlit dashboards to communicate model outputs and analytical insights to non-technical stakeholders.
Developed Python automation scripts and modular reusable components to improve internal processing efficiency and system maintainability.

Key Achievements

Streamlined internal data processing workflows through Python automation, significantly reducing manual effort and improving system maintainability across the engineering team.
Contributed to backend logic integration for internal analytics dashboards within an Agile team, delivering insights to cross-functional business stakeholders on schedule.

Education

Bachelor of Science in Computer Science

National University of Sciences and Technology (NUST)

Islamabad, Pakistan 2021 – 2025 Full-time

Key Highlights

Specialisation in Artificial Intelligence and Machine Learning — covering supervised learning, statistical modelling, data structures, and software engineering principles.
Core curriculum spanning Algorithms, Database Systems, Operating Systems, Computer Networks, and Object-Oriented Programming, forming a rigorous technical foundation.
Hands-on project work bridging AI research and full-stack product development, with a consistent focus on building scalable, real-world software systems.

Skills

AI & Machine Learning

Python scikit-learn Pandas NumPy Streamlit ML Pipelines Model Evaluation LLMs / Prompt Engineering

Full-Stack Development

React.js React Native Next.js Node.js TypeScript HTML5 CSS3 Tailwind CSS REST APIs JWT Auth

Data & Databases

Firebase MongoDB PostgreSQL / SQL Matplotlib EDA & Statistics

Tools & Practices

Git & GitHub Postman Agile / Scrum OOP C++

Certifications

Data Science Internship

Professional Certificate

View Certificate

Generative AI Assistants Specialization

Specialization Certificate

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Advanced Prompt Engineering Certificate

Professional Certificate

View Certificate

Let's Build Something Intelligent

Send Me a Message

Contact Information

mian.umair.dev@gmail.com

+92-302-4459499

Lahore, Pakistan

linkedin.com/in/umairnaeem0309

github.com/umairnaeem0309

Or email me directly