Computer Engineer focused on backend engineering, distributed systems, and AI-driven applications. I graduated first in both my faculty and department, finishing my bachelor’s degree one year ahead of schedule. I build scalable microservice architectures and production-ready APIs, and I enjoy solving real-world problems with machine learning and multilingual NLP. I have experience developing deep learning models (e.g., real-time drone speech enhancement) and building AI-enabled multilingual semantic search and recommendation systems. I also worked on analytics and NLP pipelines to identify high-demand technical skills from job postings.

İlagü(l) Erol Belper

Computer Engineer focused on backend engineering, distributed systems, and AI-driven applications. I graduated first in both my faculty and department, finishing my bachelor’s degree one year ahead of schedule. I build scalable microservice architectures and production-ready APIs, and I enjoy solving real-world problems with machine learning and multilingual NLP. I have experience developing deep learning models (e.g., real-time drone speech enhancement) and building AI-enabled multilingual semantic search and recommendation systems. I also worked on analytics and NLP pipelines to identify high-demand technical skills from job postings.

Available to hire

Computer Engineer focused on backend engineering, distributed systems, and AI-driven applications. I graduated first in both my faculty and department, finishing my bachelor’s degree one year ahead of schedule. I build scalable microservice architectures and production-ready APIs, and I enjoy solving real-world problems with machine learning and multilingual NLP.

I have experience developing deep learning models (e.g., real-time drone speech enhancement) and building AI-enabled multilingual semantic search and recommendation systems. I also worked on analytics and NLP pipelines to identify high-demand technical skills from job postings.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Beginner
Beginner
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Language

Turkish
Fluent
English
Fluent
German
Advanced

Work Experience

Project Developer (Cross-Lingual Semantic Product Search) at Cross-Lingual Semantic Product Search
January 1, 2026 - December 31, 2026
Built an AI-powered multilingual semantic retrieval system supporting Turkish, French, and English product search. Integrated neural machine translation and sentence embedding models to improve cross-language semantic retrieval accuracy. Evaluated the system on datasets containing over 44,000 products using Top-1 Accuracy, Precision@5, and Mean Reciprocal Rank (MRR).
Researcher / Developer (Drone Speech Enhancement) at DroFiT
January 1, 2026 - December 31, 2026
Developed a deep learning model for real-time speech enhancement by suppressing drone ego-noise while preserving surrounding environmental sounds. Designed a hybrid neural architecture combining frequency-wise Transformers, Temporal Convolutional Networks (TCN), and sub-band feature fusion. Built an end-to-end training and evaluation pipeline including custom dataset generation, augmentation, and objective speech quality assessment.
Researcher / Developer at DroFiT: Drone Speech Enhancement
January 1, 2026 - June 1, 2026
Developed a deep learning model for real-time speech enhancement by suppressing drone ego-noise while preserving surrounding environmental sounds. Designed a hybrid neural architecture combining frequency-wise Transformers, Temporal Convolutional Networks (TCN), and sub-band feature fusion. Built an end-to-end training and evaluation pipeline including custom dataset generation, augmentation, and objective speech quality assessment. Presented the work at the 8th Bilsel International Harput Scientific Research Congress.
AI Engineer (Cross-Lingual Semantic Product Search) at Cross-Lingual Semantic Product Search
January 1, 2026 - December 31, 2026
Built an AI-powered multilingual semantic retrieval system for Turkish, French, and English product search. Integrated neural machine translation (e.g., MarianMT/NLLB) and sentence embedding models (Sentence Transformers) to improve cross-language semantic retrieval accuracy. Evaluated on datasets with 44,000+ products using Top-1 Accuracy, Precision@5, and Mean Reciprocal Rank (MRR).
Researcher (Drone Speech Enhancement - DroFiT) at DroFiT
January 1, 2026 - December 31, 2026
Developed a deep learning model for real-time speech enhancement by suppressing drone ego-noise while preserving surrounding environmental sounds. Designed a hybrid neural architecture combining frequency-wise Transformers, Temporal Convolutional Networks (TCN), and sub-band feature fusion. Built an end-to-end training and evaluation pipeline including custom dataset generation, augmentation, and objective speech quality assessment.
Researcher / Developer (Drone Speech Enhancement - DroFiT) at Izmir Katip Celebi University (Research project)
January 1, 2026 - December 31, 2026
Developed a deep learning model for real-time speech enhancement by suppressing drone ego-noise while preserving surrounding environmental sounds. Designed a hybrid neural architecture combining frequency-wise Transformers, Temporal Convolutional Networks (TCN), and sub-band feature fusion. Built an end-to-end training and evaluation pipeline including custom dataset generation, augmentation, and objective speech quality assessment.
Developer (Job Market Analyzer) at Job Market Analyzer
January 1, 2025 - Present
Created a Python-based analytics platform to identify high-demand technical skills from online job postings. Implemented automated data collection, preprocessing, and NLP pipelines to extract technology trends and role-specific competencies. Produced visual reports to support data-driven career planning and labor market analysis.
Project Developer (Microservices Marketplace) at MultiShop Microservices Marketplace
January 1, 2025 - Present
Designed and developed a scalable microservice-based marketplace using ASP.NET Core with distributed systems principles and the database-per-service architecture. Implemented secure Catalog, Basket, Order, Cargo, and Identity services with JWT authentication, RESTful APIs, and an Ocelot API Gateway. Containerized the application using Docker and designed an AI-ready architecture supporting multilingual semantic search and recommendation systems.
Developer (Project) at MultiShop Microservices Marketplace
January 1, 2025 - Present
Designed and developed a scalable microservice-based marketplace using ASP.NET Core and distributed system principles (database-per-service). Implemented secure Catalog, Basket, Order, Cargo, and Identity services with JWT authentication, RESTful APIs, and an Ocelot API Gateway. Containerized the system with Docker and structured an AI-ready architecture to support multilingual semantic search and recommendation systems.
Data/ML Engineer (Job Market Analyzer) at Job Market Analyzer
January 1, 2025 - Present
Developed a Python-based analytics platform to identify high-demand technical skills from online job postings. Built automated data collection, preprocessing, and NLP pipelines to extract technology trends and role-specific competencies. Produced data-driven visual reports supporting career planning and labour market analysis.
Software Engineer (Microservices Marketplace) at MultiShop Microservices Marketplace
January 1, 2025 - Present
Designed and developed a scalable microservice-based marketplace using ASP.NET Core, applying distributed system principles and the Database-per-Service architecture. Implemented secure Catalog, Basket, Order, Cargo and Identity services with JWT authentication, RESTful APIs, and an Ocelot API Gateway. Containerized the system with Docker and designed an AI-ready architecture supporting multilingual semantic search and recommendation systems.

Education

B.Sc. in Computer Engineering at Izmir Katip Celebi University
January 11, 2030 - July 1, 2026
Exchange Student - Informatics at University of Bern
January 1, 2022 - July 21, 2026
Exchange Program - Informatics at Karlsruhe Institute of Technology
January 1, 2021 - January 1, 2022
B.Sc. in Computer Engineering at Izmir Katip Celebi University
January 1, 2022 - July 1, 2026
Exchange Student - Informatics at University of Bern
January 1, 2022 - July 21, 2026
Exchange Program - Informatics at Karlsruhe Institute of Technology
January 1, 2021 - January 1, 2022
B.Sc. in Computer Engineering at Izmir Katip Celebi University
January 1, 2022 - July 1, 2026
Exchange Student - Informatics at University of Bern
January 1, 2022 - July 21, 2026
Exchange Program - Informatics at Karlsruhe Institute of Technology
January 1, 2021 - January 1, 2022
B.Sc. in Computer Engineering at Izmir Katip Celebi University
January 11, 2030 - July 1, 2026
Exchange Student - Informatics at University of Bern
January 11, 2030 - July 21, 2026
Exchange Program - Informatics at Karlsruhe Institute of Technology
January 1, 2021 - January 1, 2022

Qualifications

Deep Learning Specialization - DeepLearning.AI
January 11, 2030 - July 21, 2026
Deep Learning Specialization - DeepLearning.AI
January 11, 2030 - July 21, 2026
Deep Learning Specialization
January 1, 2026 - July 21, 2026
Deep Learning Specialization
January 11, 2030 - July 21, 2026

Industry Experience

Software & Internet, Computers & Electronics, Education, Professional Services, Retail