Available for ML Projects

Umair
Inayat

I am a

Transforming complex data into actionable insights. Specializing in Deep Learning, NLP, and building scalable AI architectures that solve real-world problems.

model_training.py
class MLEngineer:
    def __init__(self):
        self.name = "Umair Inayat"
        self.role = "Data Scientist"
        self.stack = [
            "PyTorch", 
            "TensorFlow", 
            "NLP"
        ]

    def solve_problem(self, data):
        # Deploying scalable AI solutions
        model = build_transformer()
        return model.predict(data)

About Me

I bridge the gap between theoretical AI research and production-grade software engineering.

With a strong academic background and hands-on experience as a Teaching Assistant at the University of Management and Technology, I have honed my skills in explaining complex concepts and building robust systems.

My expertise lies in Machine Learning, Deep Learning, and Computer Vision. Whether it's training Large Language Models or optimizing neural networks for edge devices, I am driven by the challenge of creating intelligent systems.

2+

Years of Experience

20+

Projects Completed

ML/DL

Specialization

Umair Inayat

Experience & Education

2023 - Present

Teaching Assistant

University of Management and Technology (UMT)

Mentoring students in core Computer Science subjects including Object-Oriented Programming (OOP), Data Structures & Algorithms (DSA), Databases, Machine Learning, and Operating Systems. Assisting faculty with course management, grading, and lab sessions.

Mentorship Academic Support Lab Instructor
2023 - Present

Machine Learning Engineer

Freelance / Self-Driven / Upwork

Developing end-to-end Machine Learning pipelines and Deep Learning models. Specialized in Natural Language Processing (NLP) and Computer Vision. Working on open-source projects including an AI Research Assistant and Custom C++ Compiler.

Deep Learning NLP Computer Vision
2022 - 2026 (Expected)

BS Computer Science

University of Management and Technology

Focusing on Artificial Intelligence, Data Science, and Software Engineering. Active member of the university's coding club and competitive programming team. Three time merit list award holder.

3.82/4.00 CGPA AI Specialization

Technical Arsenal

Machine Learning & AI

Deep Learning (PyTorch/TF) 95%
NLP & Transformers 90%
Computer Vision 85%

Development

Python & C++ 98%
Fask / Django 88%
REST APIs 92%

Data & Tools

MySQL MongoDB PostgreSQL Docker Git/GitHub Linux AWS Azure Tableau PowerBI

Selected Works

Let's Build the Future

I'm currently looking for new opportunities in Machine Learning and Data Science. Whether you have a question or just want to say hi, I'll try my best to get back to you!