About Rana Umar
Passionate AI/ML Engineer transforming complex data into intelligent solutions
My Story
I'm a passionate AI/ML Engineer with expertise in transforming complex data into intelligent solutions. My journey in machine learning and data science has led me to develop robust models and APIs that solve real-world problems.
I specialize in data cleaning, preprocessing, exploratory data analysis, and building scalable machine learning models. My experience with modern frameworks like Hugging Face and LLMs enables me to create cutting-edge AI applications.
With a strong foundation in Python, TensorFlow, PyTorch, and cloud technologies, I bridge the gap between theoretical concepts and practical implementations, delivering solutions that drive business value.
Technical Skills
My expertise spans across various domains in AI/ML, data science, and GenAI development.
Programming Languages
Python
AdvancedPrimary language for ML/AI development, data analysis, and API creation
SQL
IntermediateDatabase querying and data manipulation
ML/AI Frameworks
Scikit-learn
AdvancedMachine learning algorithms and model development
LnagChain
AdvanceGenAi applications development
Hugging Face
AdvancedPre-trained models and NLP transformers
Data Analysis Tools
Pandas
AdvancedData manipulation and analysis
NumPy
AdvancedNumerical computing and array operations
Matplotlib
AdvancedData visualization and plotting
Seaborn
AdvancedStatistical data visualization
Web Frameworks
Flask
AdvancedRESTful API development and web applications
FastAPI
IntermediateHigh-performance API development
Development Tools
Jupyter Notebook
AdvancedInteractive data analysis and prototyping
Git
AdvancedVersion control and collaboration
Specializations
Data Cleaning & Preparation
Expert in data preprocessing, handling missing values, outlier detection, and feature engineering
Exploratory Data Analysis (EDA)
Comprehensive data exploration, statistical analysis, and insight generation
Machine Learning Models
Development of classification, regression, clustering, and time series models
Natural Language Processing
Text processing, sentiment analysis, and language model implementation
API Development
Building robust Flask, Fast APIs for ML model deployment and data processing
Generative AI
Working with LLMs, Chat Models, and building AI applications
Education & Background
My academic journey and professional development
Education
Bachelor's in Computer Science
Specialization in Machine Learning and Data Science
2021-2025
ML & Data Science Certification
Advanced coursework in Machine Learning and Data Science
2025
Professional Experience
AI/ML Engineer
Developing custom machine learning solutions and train models to solve real world problems
2024-Present
Data Science
Worked on predictive analytics and data visualization projects
2024-Present
Ready to Work Together?
Let's discuss how I can help transform your data into actionable insights and intelligent solutions.