Student | Multidisciplinary Maker | Developer | Award-Winning Cinematographer | Licensed UAV Pilot
Hi. I am a 12th-grade student at Ataşehir Ahmet Keleşoğlu Fen Lisesi in Istanbul. I have been building and flying UAVs for over five years and writing code since the 6th grade. My work focuses on hardware-software integration, software deployment, LLM training, aerospace, electronics and mechanics. Rather than sticking to a single field, I like to build complete systems.
You can read below which is a detailed breakdown of my projects, startup, and more!
- Currently working professionally on KA2 Ajans.
- Gained hands-on experience in the deployment, infrastructure management, PCB designing, and field setup of commercial Internet of Things (IoT) hardware systems.
My primary focus in software development and LLM integrity with other industries is the Lokum Series, a comprehensive, modular suite of AI deployment and analysis tools. The ecosystem is built upon a shared architectural foundation, where specific modules handle distinct stages of the LLM industry.:
- LokumAI: The first generation and the core of the lineup. It provides the foundational GUI, core features, and base structure upon which all other Lokum variants are built.
- Lokum-engine: A Python library (installable via
pip) that provides the underlying RAG (Retrieval-Augmented Generation) and fine-tuning engines for the ecosystem. - Lokum-E (Ethics & Behavior): A specialized module built to test and analyze both ethical and unethical behaviors of local AI models based on industry standards.
- LokumF (Fair & Exhibition): The exhibition-ready variant of LokumAI. It runs and trains cosplay-based LLMs, supporting voice inputs and generating synchronized audio-visual responses for public demonstrations.
- Lokum-B (Benchmark): Testing environments designed to measure, analyze, and benchmark the performance, quality, and general-purpose capabilities of both fine-tuned and raw AI models against industry standards. ( Still under development. ).
- Lokum-H: An unpublished, specialized branch strictly focused on cybersecurity works.
- Lokum-T: Testing unpublished apps which user develops. Writing security, bug tests. Executing them via local LLM's. (Still Under Development.).
- Co-Founder
- Developing compact, high-precision, desktop-sized CNC manufacturing systems with other industrial equipments. Mostly aimed at bridging the gap between digital CAD modeling and rapid desktop prototyping.
- An intelligent, LLM-powered OSINT framework designed to aggregate, map, and analyze publicly available digital footprints across surface and deep web layers (Developed for educational and threat-modeling purposes).
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A local AI-assisted utility designed to identify, manage, and mitigate personal data exposure by tracing and mapping the discovery paths of compromised information.
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Both still under development.
- A local file organizer featuring semantic indexing. Runs natively with local LLMs for content analysis and directory structuring, with a lightweight LLM-free execution fallback. (Still under development.).
R-CALC: A calculation engine built for complex engineering and telemetry processing.Datasheet: A data management and visualization platform built for rapid structural analysis.
- Served a two-year tenure as Team Leader at Üsküdar BİLSEM.
- Designed and built 11 RC planes, satellite prototypes, and conducted flight dynamic simulations utilizing XFLR5 and OpenVSP.
- Built 4 RC cars, 3 RC boats, 1 rocket, a multi-axis robotic arm, and custom Raspberry Pi Mini Tower PCs (V1 & V2).
- Synthesized custom solid rocket propellant and built an auto-eject printing system for the 3D printers that i own.
- MEM Robotics Competition (2026): Designed and built an FRC-style robot chassis, securing 8th Place Overall and the Control Award.
- MEB Robotics Competitions: Designed and programmed autonomous maze-solving robot platforms.
- Teknofest High School UAV Category: Built 2.6Mt wingspan UAV with 15KG of max takeoff weight.
- Yitik Zamanın İzinde – Took 3rd place nationally at the 17th TRT International Documentary Awards (National Student Films category) and broke the record of First Award Winning and Finalist High School Film.
- Foton – Secured 2nd Place across Turkey (2025).
- Kalem Ailem – Secured 2nd Place in Istanbul MEB High School Short Fİlm Competition (2026).
- Yitik Zamanın İzinde – Took 1st place in ÇAKOB Film Competition.
- Directed, shot, and edited cinematic shorts including ATAKFL social media contents, Couple MUNs and Summits
- Filmed, and edited social media campaigns and conference coverage for Turkey's first astronaut, Alper Gezeravcı.
- Managed comprehensive video and photo documentation for school-wide conferences over a two-year span.
- Focus Areas: LoRA Training, RAG, Local Model Quantization & Compilation.
- Modeling & Aerodynamics: Fusion 360, FreeCAD, OpenVSP, OpenRocket, XFLR5.
- 3D Printing & CNC: Ultimaker Cura, Elegoo Slicer, Creality Slicer, Universal Gcode Sender (UGS).
- Supplementary Media Tools: Final Cut Pro, GIMP, Audition, GarageBand, Adobe Podcast.
- Additional: Trae, Trae Solo, Antigravity
