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Berke Şentürk

@berkeentrk

Software Engineer at Gofrret building a drone-based solar inspection platform with panel-level results and an LLM inspection assistant.

Germany
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At Gofrret, I built and shipped a drone-based solar panel inspection platform, developing its TypeScript and React workflows for video uploads, job tracking, and panel-level results. I also built resumable S3 uploads and orchestrated GPU jobs with Terraform-managed AWS Batch and Step Functions.

I'm building an LLM inspection assistant that answers natural-language questions about panel-level results through Claude tool calling and read-only, tenant-scoped PostGIS queries. I evaluate it against a benchmark question set, and implemented PostgreSQL row-level security, idempotent job submission, and a transactional outbox.

At FraunhoferIEE, I automated scalable Python training workflows on HPC Slurm clusters for my thesis on correcting short-term wind measurements. My ensemble prediction workflow reduced data collection requirements by four times; earlier, at Inveon, I developed a C# and SQL reconciliation service that reduced order-data discrepancies by 90%.

Experience

Work history, roles, and key accomplishments

FI

Master Thesis Student

Fraunhofer IEE

Jun 2025 - Apr 2026 (10 months)

Researched long-term correction of short-term wind measurements using AI-based approaches. Architected scalable training workflows on HPC Slurm clusters and built an ensemble prediction workflow reducing data collection requirements by 4 times.

KT

Work Student (HiWi)

Karlsruhe Institute of Technology

Oct 2024 - Mar 2025 (5 months)

Designed and implemented end-to-end data preprocessing pipelines including normalization and feature engineering. Developed a binary classification system using PyTorch and improved system performance by 40% (F1-score) through data augmentation.

II

Intern

Institute of Meteorology and Climate Research (IMK)

Oct 2024 - Feb 2025 (4 months)

Developed an automated monitoring algorithm using optical flow techniques on multi-temporal satellite data. Built Python-based data processing pipelines for temporal analysis.

IN

Software Engineer

Inveon

Jan 2022 - Sep 2023 (1 year 8 months)

Backend engineer in the ERP domain, delivering projects for multiple enterprise customers. Designed and implemented a backend reconciliation service using C# (.NET Core) and SQL, reducing discrepancies by 90%.

Education

Degrees, certifications, and relevant coursework

KT

Karlsruhe Institute of Technology

Master of Science, Remote Sensing and Geoinformatics

2023 -

Grade: 1.6 (German Grading)

Master of Science in Remote Sensing and Geoinformatics with a German grade of 1.6.

Istanbul Technical University logoIU

Istanbul Technical University

Bachelor of Science, Geomatics Engineering

2017 - 2021

Grade: 3.05 (GPA)

Bachelor of Science in Geomatics Engineering with a GPA of 3.05.

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