Elena Medvedeva
Data Scientist
Machine Learning Engineer
My journey to Data Science
Hi, I’m Elena. I mix economics, machine learning, and just enough coffee to build models that make decisions smarter and lives easier.
- 1.
Master's Degree in Economics (Banking)
- 2.
Lead operator at a bank
- 3.
Sales team leader at a private company
- 4.
Data Scientist intern at TAMK
- 5.
AI intern at Sandvik
- 6.
Mentee at Women in AI Finland
- 7.
Decision Scientist at Renmoney Bank
My skills
My skills encompass advanced proficiency in Python, Machine Learning, and Data Science, with specialized expertise in computer vision technologies like YOLOv4 and Detectron2. I excel in analytical problem-solving, leveraging a strong foundation in mathematics and statistics to deliver innovative solutions.
Projects
Explore my GitHub to see a variety of projects showcasing my expertise in computer vision and data science.
Weaviate Explorations: AI and Literature
This project uses Weaviate to analyze themes in "The Master and Margarita" and "Alice in Wonderland," showcasing AI-driven insights into classic literature.
Urban Drone Pathfinding
This project involves tracking a drone's path through a city using odometry and Lidar data.
Filtering Metallica Albums using CoT Prompting
This project utilizes Chain of Thought (CoT) techniques and prompt engineering to instruct a Language Model (LLM) in filtering and displaying Metallica albums released after a specified year using data retrieved from Spotify.
Classics with RAG: Analyzing The Master and Margarita
This project explores the potential of large language models (LLMs) and Retrieval-Augmented Generation (RAG) in enhancing literary analysis, focusing on Mikhail Bulgakov's The Master and Margarita.
Articles
Stay updated with my latest articles, where I share insights on data science trends, deep dives into computer vision techniques.
- Understanding GitHub's CFOR VulnerabilityThis post discusses the CFOR vulnerability on GitHub and provides essential tips for developers to protect sensitive information.
- Why You Should Keep Your API Keys Secure (for Juniors)This article will explain why keeping API keys outside of your code is essential and provide simple instructions on how to do it properly.
- Analysis of migration to FinlandMigration is often a topic surrounded by misconceptions and sensational media coverage, which can obscure the real dynamics and impacts of immigration.