Product Engineering
Build complete, thoughtful web experiences.
- JavaScriptCore strength
- PythonCore strength
- C#Core strength
About Me
Get to know more about my journey, skills, and what drives me as a developer
Ehsan Amini
Software Engineer
Samsun, Turkey
Shaping Ideas into Code
Passionate software engineer with a fresh perspective on modern development. I love building user-centric applications that solve real-world problems through clean, efficient code and thoughtful design.
As a recent Software Engineering graduate from Samsun University, I bring modern approaches to development with a strong foundation in both software architecture and artificial intelligence (AI). My journey in tech began with curiosity and grew into a passion for creating meaningful, impactful solutions.
I'm particularly interested in full-stack development, AI-driven applications, user experience design, and emerging technologies. When I’m not coding, you’ll find me exploring new frameworks, experimenting with machine learning models, contributing to open-source projects, or sharing knowledge with the developer community.
Education
Bachelor's Degree in software engineering
2021 - 2025
Samsun University
Key Achievements:
- Graduated with honors as an international student on a full scholarship from a competitive academic program.
High School Diploma in General Science
2017 - 2020
Afghan Turk Boys High School
Key Achievements:
- Ranked among the top 1% of the School.
Experience
Machine Learning Engineer (Final Year Project)
Jan 2025 – Jul 2025
Samsun University
- Designed and developed a Real-Time Intrusion Detection System (IDS) using machine learning techniques to detect and classify live network threats.
- Utilized the CIC-IDS-2018 dataset to train and evaluate models for identifying cybersecurity attacks such as DDoS, DoS, Brute-force, and Botnet.
- Implemented both supervised learning (Random Forest) and deep learning (LSTM) models to handle complex traffic patterns and improve detection accuracy.
- Built a real-time traffic analysis pipeline with Python, incorporating data preprocessing, feature engineering, and live prediction.
- Focused on extracting security-relevant features from network traffic to enhance threat classification.
- Gained hands-on experience in network security, cyber threat analysis, and machine learning through end-to-end system development.
PythonScikit-learnTensorFlowPandasLSTMRandom Forest
Flutter Developer
1 month
Advanced Idea Mechanics (AIM)
- Participated in a remote internship focused on mobile application development using Flutter.
- Assisted in designing and implementing UI components and application features.
- Collaborated with the development team via online tools to troubleshoot and improve app performance.
- Gained practical experience in cross-platform mobile development and agile workflows.
Flutter
Skills & Technologies
AI & Data
Train, evaluate, and apply intelligent systems.
- Machine LearningCore strength
- MongoDBCore strength
- SQLCore strength
- MySQLCore strength
- FirebaseCore strength
- Deep Neural NetworkCore strength
Tools & Systems
Keep the work reliable from idea to delivery.
- Git & GitHubCore strength
- VS CodeWorking knowledge