Hello! I’m Sarp Algan, a Full-Stack AI Developer focused on building real-time computer vision solutions, edge AI pipelines, and production-ready ML systems. I enjoy turning complex problems into scalable software, from on-device inferencing on NVIDIA Jetson to polished React + Tailwind UIs backed by Supabase. I also work with LLMs, RAG, and automation to ship end-to-end AI products. In my day-to-day, I bridge data science, computer vision, and full-stack web development to deliver impactful solutions for manufacturing, enterprise software, and edge deployments. I’m passionate about clean architecture, Git-driven collaboration, and delivering robust, maintainable systems that perform in the wild.

Sarp Algan

Hello! I’m Sarp Algan, a Full-Stack AI Developer focused on building real-time computer vision solutions, edge AI pipelines, and production-ready ML systems. I enjoy turning complex problems into scalable software, from on-device inferencing on NVIDIA Jetson to polished React + Tailwind UIs backed by Supabase. I also work with LLMs, RAG, and automation to ship end-to-end AI products. In my day-to-day, I bridge data science, computer vision, and full-stack web development to deliver impactful solutions for manufacturing, enterprise software, and edge deployments. I’m passionate about clean architecture, Git-driven collaboration, and delivering robust, maintainable systems that perform in the wild.

Available to hire

Hello! I’m Sarp Algan, a Full-Stack AI Developer focused on building real-time computer vision solutions, edge AI pipelines, and production-ready ML systems. I enjoy turning complex problems into scalable software, from on-device inferencing on NVIDIA Jetson to polished React + Tailwind UIs backed by Supabase. I also work with LLMs, RAG, and automation to ship end-to-end AI products.

In my day-to-day, I bridge data science, computer vision, and full-stack web development to deliver impactful solutions for manufacturing, enterprise software, and edge deployments. I’m passionate about clean architecture, Git-driven collaboration, and delivering robust, maintainable systems that perform in the wild.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

English
Fluent
Turkish
Fluent
Italian
Beginner

Work Experience

Machine Learning Engineer at Egemen Yazılım
July 1, 2022 - November 26, 2025
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
February 16, 2025 - February 16, 2025
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
June 30, 2022 - June 30, 2022
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
December 31, 2021 - December 31, 2021
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
December 1, 2021 - December 1, 2021
Conducted research on particle accelerators and related experimental systems.

Education

Master of Science in Artificial Intelligence for Science and Technology at University of Milano-Bicocca
January 1, 2023 - November 26, 2025
Bachelor of Science in Physics at Middle East Technical University (METU)
January 1, 2015 - January 1, 2021
Master of Science in Artificial Intelligence for Science and Technology at University of Milano-Bicocca
January 1, 2023 - November 26, 2025
Bachelor of Science in Physics at Middle East Technical University (METU)
January 1, 2015 - January 1, 2021

Qualifications

Advanced Computer Vision with TensorFlow
January 11, 2030 - November 26, 2025
Improving Deep Neural Networks: Hyperparameter Tuning & Optimization
January 11, 2030 - November 26, 2025
Machine Learning (Andrew Ng)
January 11, 2030 - November 26, 2025
Convolutional Neural Networks
January 11, 2030 - November 26, 2025
Unsupervised Learning, Recommenders & Reinforcement Learning
January 11, 2030 - November 26, 2025
The Ultimate MySQL Bootcamp
January 11, 2030 - November 26, 2025
Python for Data Science and Machine Learning Bootcamp
January 11, 2030 - November 26, 2025
Introduction to Linux
January 11, 2030 - November 26, 2025
Python Basics for Data Science
January 11, 2030 - November 26, 2025
Advanced Computer Vision with TensorFlow
January 11, 2030 - November 26, 2025
Improving Deep Neural Networks: Hyperparameter Tuning & Optimization
January 11, 2030 - November 26, 2025
Machine Learning (Andrew Ng)
January 11, 2030 - November 26, 2025
Convolutional Neural Networks
January 11, 2030 - November 26, 2025
Unsupervised Learning, Recommenders & Reinforcement Learning
January 11, 2030 - November 26, 2025
The Ultimate MySQL Bootcamp
January 11, 2030 - November 26, 2025
Python for Data Science and Machine Learning Bootcamp
January 11, 2030 - November 26, 2025
Introduction to Linux
January 11, 2030 - November 26, 2025
Python Basics for Data Science
January 11, 2030 - November 26, 2025

Industry Experience

Software & Internet, Manufacturing, Media & Entertainment, Education, Professional Services