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mrkckpln/README.md

Software Engineering ✕ AI Engineering

"Building intelligent systems with a focus on algorithmic efficiency and real-world impact."

🎓 Graduate Software Engineer (June 2026) @ Ostim Technical University

🚀 Featured Projects

  • 🛡️ DİDEGAH — Autonomous Perception & Surveillance Engine
    Trinity Architecture · Fall Detection · Behavioral Anomaly Scoring · Live WebRTC Dashboard
    End-to-end CV pipeline: YOLOv11-OBB (detection) · YOLO-Pose (skeletal analysis) · PatchCore & OBB-LSTM (trajectory & surface anomaly inference). Fully optimized with TensorRT for high-performance edge deployment.
    Stack: Python, PyTorch, TensorRT, FastAPI, Next.js, Redis, CUDA

  • 🏢 Rotakur — Corporate Mobility & ESG-Driven SaaS Platform
    Graduation Project — Enterprise B2B/B2C Mobility Platform
    An enterprise-grade transportation management system bridging B2B corporate fleets and a B2C public marketplace. Engineered with strict multi-tenant isolation, it features an NLP Smart Dispatcher via Gemini 2.5 Flash, real-time OSRM multi-stop routing, and an ESG-compliant Carpooling matching engine for CO2 emissions tracking.
    Stack: Python, FastAPI, PostgreSQL, Google Gemini, Vue 3, Tailwind CSS, OSRM, S3/MinIO, WebSockets, Docker

  • ⚖️ LegalLens — AI Contract Analyzer
    Neural Network Project
    A Chrome Extension detecting risky clauses in legal documents using a custom Bi-LSTM + Attention model and Google Gemini for summarization.
    Stack: Python, FastAPI, PyTorch, Chrome Extension

  • ♟️ AI-Powered Chess Analysis Platform
    Backend with FastAPI, Frontend with Next.js.
    Goal: Developing a specialized AI agent that analyzes matches and provides human-like coaching feedback.

🔍 Technical Focus

  • Backend & Architecture: Multi-Tenant B2B/B2C SaaS platforms, Async FastAPI, PostgreSQL, WebSockets, and S3/MinIO cloud storage integration.
  • Smart Mobility Algorithms: OSRM multi-stop routing, dynamic AI surge pricing, and Haversine-based carpooling matching engines.
  • Computer Vision & AI: Real-time Object Detection (YOLOv11-OBB), TensorRT Optimization, Temporal Behavioral Analysis (LSTM), and NLP Smart Dispatchers via Google Gemini.
  • System Optimization: GPU acceleration (CUDA), TensorRT FP16 quantization, and high-concurrency event loops for zero-latency pipelines.

📈 Ongoing Development & Discipline

  • Agentic Engineering: Architecting strict system guidelines and utilizing advanced prompting to orchestrate AI-assisted development across massive codebases.
  • Strategic Problem Solving: Applying professional-level chess foresight (15 years) to software architecture, anticipating edge cases.
  • High-Performance Computing: Refining real-time video processing pipelines and optimizing edge-device inference capabilities.

🛠 My Tech Stack




🏆 Certifications

AI Engineer

Pinned Loading

  1. Otu-Data-ML-Projects/LegalLens Otu-Data-ML-Projects/LegalLens Public

    AI-powered tool that automatically highlights critical and unfair clauses in Terms & Conditions agreements. Built with a custom Bi-LSTM + Attention model, FastAPI, and Chrome Extension.

    JavaScript 3

  2. OTU-Capstone-Project/.github OTU-Capstone-Project/.github Public

    Hybrid B2B/B2C SaaS for smart mobility by a 5-engineer team. Features AI Dispatcher, dynamic pricing & trust analysis, OSRM multi-stop routing, carpooling, CO2 tracking, S3 documents, and real-time…