Sarp Algan

Machine Learning Engineer at Egemen Yazılım

Led the Times Prediction System (TÜBİTAK 1501 R&D) by building ML models (Random Forest, SVM, MLP) with extensive data preprocessing (Z-score normalization, feature engineering) to optimize textile manufacturing lead times. Engineered end-to-end computer vision pipeline for fabric anomaly detection (real-time YOLO/TF/OpenCV) on NVIDIA Jetson devices; oversaw dataset collection, annotation, validation, augmentation; selected hardware (cameras, lenses, lighting) for industrial imaging.

Machine Learning Engineer at PC CUBE

Built a multilingual (Italian & English) RAG-based document chatbot microservice using BM25, transformer embeddings, vector databases, Apache Artemis, and LLMs. Developed zero-shot and few-shot document classification using RoBERTa and keyword extraction for multilingual document handling. Automated generation of JUnit tests, integration tests, and JavaDoc by integrating advanced LLM prompting techniques within CI/CD pipelines. Implemented a time-prediction model for project completion using XGBoost and deep learning techniques to support project managers and stakeholders.

Research and Development Engineer at Labomak Makine

Full-stack product development for a modern B2B quotation and CRM system designed for sales teams to generate company-branded proposals. Tech Stack: React, TypeScript, Vite, Tailwind CSS, Supabase (PostgreSQL, Auth, RLS, Storage), Capacitor, Electron, jsPDF, html2canvas. Architected frontend systems (component library, responsive UI, PDF proposal generation); built Supabase backend (Auth, RLS, real-time subscriptions, migrations); implemented RBAC and per-user data isolation; shipped Android and Windows builds via Capacitor and Electron; added drag-and-drop product selection, form persistence, and dark/light themes.

Quantum Machine Learning Researcher (Intern) at METU IVMER

Led the Quantum Machine Learning research group. Delivered lectures on QML to junior researchers. Performed scientific research and contributed to academic publications.

Research Physicist (Intern) at Turkish Atomic Energy Authority

Conducted research on particle accelerators and related experimental systems.

Machine Learning Engineer at PC CUBE

Built multilingual RAG-based document chatbot using BM25, transformer embeddings, vector databases, Apache Artemis, and LLMs; developed zero-shot and few-shot document classification for multilingual handling; automated test and JavaDoc generation via LLM prompts within CI/CD.