Elar Saks

A machine learning salary prediction tool built from the Koodiklinikka salary survey data. Features data analysis in Python/Jupyter, model training with Scikit-learn, and an interactive predictor UI in React/TypeScript. Exports model to ONNX format for browser-based inference.

𝗧𝗵𝗲 𝗽𝘂𝗿𝗽𝗼𝘀𝗲 𝗼𝗳 𝘁𝗵𝗶𝘀 𝗽𝗿𝗼𝗷𝗲𝗰𝘁:
This is a school project to practice end-to-end ML workflows: data cleaning, exploratory analysis, model comparison, and deployment to a web… Näytä lisää

A machine learning salary prediction tool built from the Koodiklinikka salary survey data. Features data analysis in Python/Jupyter, model training with Scikit-learn, and an interactive predictor UI in React/TypeScript. Exports model to ONNX format for browser-based inference.

𝗧𝗵𝗲 𝗽𝘂𝗿𝗽𝗼𝘀𝗲 𝗼𝗳 𝘁𝗵𝗶𝘀 𝗽𝗿𝗼𝗷𝗲𝗰𝘁:
This is a school project to practice end-to-end ML workflows: data cleaning, exploratory analysis, model comparison, and deployment to a web application.

𝗞𝗲𝘆 𝗙𝗶𝗻𝗱𝗶𝗻𝗴𝘀:
- Experience years is the strongest salary predictor
- Random Forest model achieved ~€829 MAE and 0.44 R²
- Location and role type significantly impact compensation Näytä vähemmän

A complete machine learning pipeline for Bitcoin price prediction powered by GitHub Actions. Features data collection in Rust, model training in Python, and visualisation in React/TypeScript. Uses the Fear & Greed Index to predict Bitcoin prices with automated model retraining and deployment.

This is an NFT marketplace developed using Next.js and TypeScript.
I built it while I was studying for AWS exam, after that I abandoned the project, so the live link is broken.

𝗧𝗵𝗲 𝗽𝘂𝗿𝗽𝗼𝘀𝗲 𝗼𝗳 𝘁𝗵𝗶𝘀 𝗽𝗿𝗼𝗷𝗲𝗰𝘁:
To enhance my skills, in Cloud, DevOps and Programming.

🔴ᗩᗷᗩᑎᗪOᑎEᗪ

This is a coding assignment created for a job application. It is a perfect proof of my front-end skills.

Its goal is to demonstrate UI Design implementation, API integration, error handling, code quality, testing, and application development using ReactJS and TypeScript.

It is solely a front-end application that performs basic API calls, pagination, and mock authentication.

A blockchain written in Golang.

🔴 𝗡𝗼𝘁𝗲: The backend of this project has been deactivated to reduce costs.

This project is my personal technical playground, where I continuously expand and test my technical abilities. It is structured as a blockchain ecosystem, developed primarily in Golang with a front-end interface in React and TypeScript.

𝘾𝙤𝙢𝙥𝙤𝙣𝙚𝙣𝙩𝙨 𝙤𝙛 𝙩𝙝𝙚 𝙋𝙧𝙤𝙟𝙚𝙘𝙩:
Three miner servers, all implemented in Golang.
A single wallet server… Näytä lisää

A blockchain written in Golang.

🔴 𝗡𝗼𝘁𝗲: The backend of this project has been deactivated to reduce costs.

This project is my personal technical playground, where I continuously expand and test my technical abilities. It is structured as a blockchain ecosystem, developed primarily in Golang with a front-end interface in React and TypeScript.

𝘾𝙤𝙢𝙥𝙤𝙣𝙚𝙣𝙩𝙨 𝙤𝙛 𝙩𝙝𝙚 𝙋𝙧𝙤𝙟𝙚𝙘𝙩:
Three miner servers, all implemented in Golang.
A single wallet server, also developed in Golang.
A client-facing application built with React and TypeScript.

𝙁𝙪𝙣𝙘𝙩𝙞𝙤𝙣𝙖𝙡𝙞𝙩𝙮:
Users can interact with the UI to transfer "crypto" assets between user and miner wallets

𝘿𝙚𝙥𝙡𝙤𝙮𝙢𝙚𝙣𝙩 𝙖𝙣𝙙 𝙃𝙤𝙨𝙩𝙞𝙣𝙜:
Initially hosted as Docker containers onAzure App Service.
Currently . . . . Näytä vähemmän

This is a straightforward SPA application demonstrating the usage of 10 essential ⚛️ React Hooks 🪝.

While developing my main hobby project, 📦🔗 Go Blockchain 🔗📦, I realised that my knowledge of React's 🔄 lifecycle methods wasn't translating effectively to the use of ⚛️ React Hooks🪝 in functional components. Therefore, I decided to create this small project 📚 as a learning exercise 🧠.

If you face similar challenges with React Hooks, you're welcome to use this code as a… Näytä lisää

This is a straightforward SPA application demonstrating the usage of 10 essential ⚛️ React Hooks 🪝.

While developing my main hobby project, 📦🔗 Go Blockchain 🔗📦, I realised that my knowledge of React's 🔄 lifecycle methods wasn't translating effectively to the use of ⚛️ React Hooks🪝 in functional components. Therefore, I decided to create this small project 📚 as a learning exercise 🧠.

If you face similar challenges with React Hooks, you're welcome to use this code as a learning resource 🎓 and playground 🧪."

𝙃𝙤𝙤𝙠𝙨 𝙛𝙚𝙖𝙩𝙪𝙧𝙚𝙙:
• useCallback
• useContext
• useCustomHook
• useEffect
• useId
• useLayoutEffect
• useMemo
• useReducer
• useRef
• useState Näytä vähemmän

Built a template-based WordPress website for a small meat shop in Estonia.

Took one of my old projects written in HTML, CSS, and JS and rebuilt it using WordPress + Bricks page builder.

Minimal project built, to demostrate my ability to write full-stack applications.

🧠 Longest Common Subsequence algorithm implementation in JavaScript.

This is a user-friendly tool designed to compare and highlight differences between two text inputs. It's inspired by the diff utility, which is traditionally used to show differences between two files.

Breaking away from conventional UI designs, the "Exotic-looking-menu" offers a fresh, standout experience in menu interfaces.