

Hi, I'm Ayesh Umayanga
Data Science Undergraduate
Transforming raw data into actionable insights — one model at a time.
About Me
Passionate about uncovering insights from data and building intelligent systems.

I'm a passionate Data Science undergraduate driven by the intersection of statistics, machine learning, and real-world problem solving. My journey began with a curiosity about patterns hidden in data and has evolved into building end-to-end ML pipelines, creating insightful visualizations, and developing data-driven applications.
I specialize in Python, statistical analysis, and machine learning, with hands-on experience in deep learning frameworks, NLP, and computer vision. When I'm not training models, I'm exploring new datasets, contributing to open-source projects, or writing about my learning journey.
I believe in the power of data to drive meaningful change — whether it's optimizing business decisions, advancing scientific research, or building intelligent systems that improve everyday life.
Languages
Python, R, SQL, JavaScript — the core toolkit for data science and full-stack development.
ML & AI
TensorFlow, PyTorch, Scikit-learn — building and deploying intelligent models.
Data Viz
Matplotlib, Plotly, Tableau — turning complex data into clear visual stories.
Research
Statistical analysis, experimental design, and academic paper review.
Currently Learning
- 1Large Language Models (LLMs) & RAG
- 2MLOps & Model Deployment
- 3Advanced Deep Learning Architectures
- 4Causal Inference
Education
B.Sc. in Data Science
University of Data Science
2023 — Present (Expected 2027)
High School Diploma — Science Stream
City High School
2020 — 2022
GitHub Activity
Skills & Expertise
Technologies and tools I work with
Languages
ML/AI
Tools
Databases
Certifications & Courses
Professional exam badges and continuous learning through online platforms like Udemy and Coursera.
Professional Exam Badges
Course Certificates
Machine Learning Specialization
Stanford University (Coursera)
Deep Learning Specialization
DeepLearning.AI (Coursera)
Google Data Analytics Professional Certificate
Google (Coursera)
AWS Cloud Practitioner
Amazon Web Services
Featured Projects
Selected work showcasing data science, machine learning, and analytics.
Get in Touch
Have a question, collaboration idea, or just want to say hi? I'd love to hear from you.
Let's Connect
I'm always open to discussing data science projects, research collaborations, or internship opportunities.