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followers: 9.0 following: 27.0 repos: 91.0 gists: 1.0

Name: Aya

Type: User

Bio: A highly motivated graduate student with comprehensive mathematical modeling & analytical skills. Strong interest in statistical modeling & data science.

Brief Intro:

Hi there! My name is Leyli (Aya) Garryyeva. I am a PhD student studying Computer Science and a Data Sientist with over 7 years of experience cleaning, statistically analyzing, visualizing, and modeling data for research and decision-making.

📚 During my PhD, I am focusing on cutting-edge research in applying AI and Machine Learning (ML) to improve human lives and experiences.
🌱 Currently, I am exploring applications of causal inference in various domains and building my project portfolio.
📈 My previous projects include using ML in healthcare diagnostics, deep transfer learning for image segmentation, evaluation of bugs in Software Defined Vehicles, and deep learning for autonomous driving tasks.
👩‍🍳 🥾 🌳 🌊 📖 In my free time, I like baking, hiking and exploring, and reading historical fiction.

👩‍🎓 👩‍💻 My academic and professional journey

  flowchart RL
      A[BS in Math] --> B[MSc in CS];
      B --> C[PhD in CS];
      B --> D{Data Scientist at Seabourn};
      D --> E{Software Engineer at Miscrosoft};
      E --> F{Data Scientist at Hollan America Line};
      F --> C;

⚒️ 💻 Technical Skills

🤓 Academic & Professional Background

My Stats:

Aya 's Projects

a-introduction-to-reinforcement-learning

RL library based on algorithms from the book <A-introduction-to-reinforcement-learning>

agentnet

Deep Reinforcement Learning library for humans

aidstream

AidStream is a platform for small and medium size NGOs to publish their aid data in IATI standard.

allaboutscala

Source code for www.allaboutscala.com tutorials

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome-rl

Reinforcement learning resources curated

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

build-stats

This repo houses build-stats for dataset creation

causalanalysistutorial

Tutorial for end-to-end causal analysis from causal discovery to causal inference. causica, lingam and econml are the main libraries used for the tutorial.

ceu-r-mastering

Materials for the "Mastering R" class at CEU

codingmath

cookbook

The Data Engineering Cookbook

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

copilot-for-r

Copilot for R, a supporting repository for a presentation

corrr

R package for exploring correlations

course-nlp

A Code-First Introduction to NLP course

coursera-r-programming

Repo for Coursera.com online course: R Programming

data-science-interviews

Data science interview questions and answers

data_science_r_projects

Contains examples of projects I've done using R

datasharing

The Leek group guide to data sharing

des-python

C code from Discrete Event Simulation: A First Course translated into Python

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

ds4se

Data Science for Software Engieering (ds4se) is an academic initiative to perform exploratory analysis on software engineering artifacts and metadata. Data Management, Analysis, and Benchmarking for DL and Traceability.