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Hi, I'm Ayesh Umayanga

Data Science Undergraduate

Transforming raw data into actionable insights — one model at a time.

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About Me

Passionate about uncovering insights from data and building intelligent systems.

Ayesh Umayanga

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

Python
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
Docker
SQL
Git
React
Next.js
MongoDB
PostgreSQL
Keras
Matplotlib
Tableau
AWS
Python
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
Docker
SQL
Git
React
Next.js
MongoDB
PostgreSQL
Keras
Matplotlib
Tableau
AWS
💻

Languages

Python
R
SQL
JavaScript
🧠

ML/AI

TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
Keras
🛠️

Tools

Matplotlib
Tableau
Power BI
Git
Docker
🗄️

Databases

MongoDB
PostgreSQL
S
MySQL

Certifications & Courses

Professional exam badges and continuous learning through online platforms like Udemy and Coursera.

Professional Exam Badges

AWS Cloud Practitioner
AWS AI Practitioner
Azure DevOps Engineer Expert
Azure Administrator

Course Certificates

Machine Learning Specialization

Stanford University (Coursera)

August 15, 2024

Deep Learning Specialization

DeepLearning.AI (Coursera)

October 1, 2024

Google Data Analytics Professional Certificate

Google (Coursera)

May 20, 2024

AWS Cloud Practitioner

Amazon Web Services

December 10, 2024

Stay in the Loop

Get notified when I publish new projects, blog posts, or resources. No spam — just valuable data science content.

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.